Cisco Research Grants#
+Cisco Research Grants#
About#
Deadline title="next page"> diff --git a/funders/czi.html b/funders/czi.html index 223e284..e311315 100644 --- a/funders/czi.html +++ b/funders/czi.html @@ -277,10 +277,13 @@
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
Contents
Chan Zuckerberg Initiative#
+Chan Zuckerberg Initiative#
About#
Open source software is crucial to modern scientific research, advancing biology and medicine while providing reproducibility and transparency. Yet even the most widely-used research software often lacks dedicated funding. CZI’s Essential Open Source Software for Science program supports software maintenance, growth, development, and community engagement for critical open source tools.
@@ -551,7 +554,7 @@Deadline Deadline title="next page"> diff --git a/funders/index.html b/funders/index.html index 90e9977..33a6691 100644 --- a/funders/index.html +++ b/funders/index.html @@ -57,6 +57,8 @@ + + @@ -277,10 +279,13 @@
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
UK#
USA#
-
-
- +
Individual Funding Opportunities
diff --git a/funders/nsf-grants/geo-ose.html b/funders/nsf-grants/geo-ose.html
new file mode 100644
index 0000000..9987474
--- /dev/null
+++ b/funders/nsf-grants/geo-ose.html
@@ -0,0 +1,679 @@
+
+
+
+
+
+
+
+
+
+
+ NSF Geosciences Open Science Ecosystem (GEO OSE) — SustainOSS Academic Ecosystem Map
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ NSF Geosciences Open Science Ecosystem (GEO OSE)
+
+
+
+
+
+ Contents
+
+
+
+
+
+
+
+
+
+
+
+
+NSF Geosciences Open Science Ecosystem (GEO OSE)#
+
+About#
+GEO OSE seeks to build upon the POSE solicitation by targeting community building programs specific to the geospace sciences, ocean sciences, Earth sciences, and polar sciences. As per the solicitation:
+
+Develop and foster adoption of open, inclusive, and equitable research practices across geoscience domains informed by open science principles, including (but not limited to) the FAIR, CARE, and TRUST Principles, as well as Reproducibility and Replicability;
Advance transformational and innovative open science approaches that advance geosciences research and education by leveraging and building connections across the existing ecosystem of cyberinfrastructure resources, including data repositories, open-source software communities, and shared computing (e.g., high-performance and cloud computing);
Strengthen the capacity of current and future geoscientists to access, utilize, and collaborate within the growing ecosystem of open science resources, and to enable input and participation from the full spectrum of diverse talent that society has to offer which includes underrepresented and under-served communities.
+Regarding funding phases, the GEO OSE program offers two tracks:
+
+Track 1: Supports smaller-scale activities such as open science planning, education, and training initiatives. Projects under this track can have a duration of up to 2 years with a maximum budget of $500,000.
Track 2: Supports larger-scale activities aimed at transforming geoscience research communities toward open science practices. Projects under this track can have a duration of up to 3 years with a maximum budget of $1,000,000.
+
+Estimated number of awards#
+Total amount: 3-8
+Anticipated Funding Amount: \(2,000,000 to \)4,000,000
+Anticipated funding amount is per competition. Estimated program budget, number of awards, and average award size/duration are subject to the availability of funds.
+Estimated Award Size and Duration:
+Track 1 projects will be 2 years in duration with a maximum budget size of \(500,000. Track 2 projects will be 3 years in duration with a maximum budget size of \)1,000,000. Specific budgets for Track 1 and Track 2 projects are expected to be commensurate with the size and scope of the project and anticipated scientific impact.
+
+
+
+Eligibility Criteria#
+According to the latest solicitation:
+Proposals may only be submitted by the following:
+
+Institutions of Higher Education (IHEs) - Two- and four-year IHEs (including community colleges) accredited in, and having a campus located in the US, acting on behalf of their faculty members. Special Instructions for International Branch Campuses of US IHEs: If the proposal includes funding to be provided to an international branch campus of a US institution of higher education (including through use of sub-awards and consultant arrangements), the proposer must explain the benefit(s) to the project of performance at the international branch campus, and justify why the project activities cannot be performed at the US campus.
Non-profit, non-academic organizations: Independent museums, observatories, research laboratories, professional societies and similar organizations located in the U.S. that are directly associated with educational or research activities.
For-profit organizations: U.S.-based commercial organizations, including small businesses, with strong capabilities in scientific or engineering research or education and a passion for innovation.
State and Local Governments
Tribal Nations: An American Indian or Alaska Native tribe, band, nation, pueblo, village, or community that the Secretary of the Interior acknowledges as a federally recognized tribe pursuant to the Federally Recognized Indian Tribe List Act of 1994, 25 U.S.C. §§ 5130-5131.
+
+
+Application#
+Proposals must be submitted in accordance with the NSF Proposal & Award Policies & Procedures Guide (PAPPG).
+
+
+Deadlines#
+
+February 14 2025 - Track 1
November 14 2025 - Track 2
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/funders/nsf-grants/pose.html b/funders/nsf-grants/pose.html
new file mode 100644
index 0000000..327157a
--- /dev/null
+++ b/funders/nsf-grants/pose.html
@@ -0,0 +1,693 @@
+
+
+
+
+
+
+
+
+
+
+ NSF Pathways to Enable Open-Source Ecosystems (POSE) — SustainOSS Academic Ecosystem Map
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ NSF Pathways to Enable Open-Source Ecosystems (POSE)
+
+
+
+
+
+ Contents
+
+
+
+
+
+
+
+
+
+
+
+
+NSF Pathways to Enable Open-Source Ecosystems (POSE)#
+
+About#
+POSE is aimed to develop Open Source Ecosystems (OSE) around existing open-source products developed within academia. Those applying should view POSE as a similar pathway of translation of scientific innovation to more sustainable forms. In NSF words:
+
+POSE constitutes a new pathway to translate scientific innovations, akin to the Lab-to-Market Platform that NSF has pioneered over many decades. Whereas programs like the NSF Innovation Corps (NSF I-Corps™) and America’s Seed Fund [Small Business Innovation Research (SBIR) and Small Business Technology Transfer (STTR)] represent an integrated set of programs to provide researchers with the capacity to transform their fundamental research into deep technology ventures, POSE is specifically focused on another translational pathway – supporting the transition from open-source research artifacts to OSEs.
+
+POSE is not meant to fund the development of projects or existing well-resourced ecosystems. This is rather meant to supporting the development of new OSEs.
+There are two types of POSE proposals:
+
+Phase I#
+Phase I proposals should have the following qualities & objectives:
+
+Small community of external users (but not necessarily contributors)
Seeking to develop a plan for community sustainability
Seeking to provide training & resources to maintainers and other stakeholders trying to build an OSE
+
+
+Phase II#
+Phase II proposals should have the following qualities & objectives:
+
+Existing small community of both contributors and users.
Seeking to execute and deliver upon a detailed project plan (similar to those funded in Phase I) to support the further development and sustainability of the OSE.
+Phase II proposals do not necessarily need to have completed or have been funded for Phase I.
+
+
+Estimated number of awards#
+Total: 30 to 50
+Approximately 20 Phase I awards of up to \(300,000 per award with durations up to 1 year and 10 Phase II awards of up to \)1,500,000 per award with durations up to 2 years are anticipated, subject to the availability of funds and quality of proposals received.
+
+
+
+Eligibility Criteria#
+According to the latest solicitation:
+Proposals may only be submitted by the following:
+
+Institutions of Higher Education (IHEs) - Two- and four-year IHEs (including community colleges) accredited in, and having a campus located in the US, acting on behalf of their faculty members. Special Instructions for International Branch Campuses of US IHEs: If the proposal includes funding to be provided to an international branch campus of a US institution of higher education (including through use of sub-awards and consultant arrangements), the proposer must explain the benefit(s) to the project of performance at the international branch campus, and justify why the project activities cannot be performed at the US campus.
Non-profit, non-academic organizations: Independent museums, observatories, research laboratories, professional societies and similar organizations located in the U.S. that are directly associated with educational or research activities.
For-profit organizations: U.S.-based commercial organizations, including small businesses, with strong capabilities in scientific or engineering research or education and a passion for innovation.
State and Local Governments
Tribal Nations: An American Indian or Alaska Native tribe, band, nation, pueblo, village, or community that the Secretary of the Interior acknowledges as a federally recognized tribe pursuant to the Federally Recognized Indian Tribe List Act of 1994, 25 U.S.C. §§ 5130-5131.
+
+
+Application#
+Proposals must be submitted in accordance with the NSF Proposal & Award Policies & Procedures Guide (PAPPG).
+
+
+Deadlines#
+
+January 14 2025 - Phase I Proposals
September 2 2025 - Phase I and II Proposals
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/funders/nsf-grants/safe-ose.html b/funders/nsf-grants/safe-ose.html
new file mode 100644
index 0000000..03a4277
--- /dev/null
+++ b/funders/nsf-grants/safe-ose.html
@@ -0,0 +1,702 @@
+
+
+
+
+
+
+
+
+
+
+ NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) — SustainOSS Academic Ecosystem Map
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE)
+
+
+
+
+
+ Contents
+
+
+
+
+
+
+
+
+
+
+
+
+NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE)#
+
+About#
+Safe-OSE aims to “address safety, security, and/or privacy vulnerabilities
+proactively in existing, mature OSEs”. It encourages submissions which aim to
+address both technical and socio-technical issues within existing mature OSEs.
+Importantly, Safe-OSE is inclusive of all types of OSEs, not limited to
+software-based ones, but also encompassing scientific methodologies,
+manufacturing processes, materials formulations, programming languages,
+hardware instruction sets, system designs, and data platforms.
+Proposers are expected to demonstrate a thorough understanding of their OSE’s
+threat landscape and provide a realistic plan to mitigate identified risks. The
+goal is to catalyze meaningful improvements that the OSE currently lacks the
+resources to undertake. Proposals should not focus on fundamental research or
+resolving known bugs but rather on strategies that will fundamentally improve
+the OSE’s resilience against adverse events over the long term.
+Safe-OSE requires the submission of a preliminary proposal in order to be
+invited to submit a full proposal.
+
+Preliminary proposal#
+Preliminary proposals should have the following qualities & objectives (as per the solicitation):
+
+Describe the current status of the targeted OSE and provide pointers to the OSE managing organization and the public repositories for the open-source product. As the PAPPG does not permit URLs in the Project Description, use the References Cited section of the proposal to identify the appropriate resources.
Describe the national/societal/economic impacts of the OSE.
Articulate the targeted classes of safety, security, and/or privacy vulnerabilities to be addressed and the broader impacts of addressing them. Discuss, as appropriate, the potential attacks that could take advantage of these vulnerabilities.
Briefly describe a development plan to address these vulnerabilities.
Briefly describe an evaluation plan to assess the efficacy of the work.
Provide information to substantiate compliance with the eligibility requirements.
+Preliminary proposals require the above to be up to 5 pages.
+
+
+Full Proposals#
+Full proposals are submitted according to the NSF PAPPG guidelines. Further details can be found on the solicitation.
+
+
+Estimated number of awards#
+Total: 10
+Each award will be for 24 months. The budget for Year 1 should be up to a maximum of \(500,000 and the budget for Year 2 should be up to a maximum of \)1,000,000, for a total budget of up to $1,500,000 per award.
+Estimated program budget, number of awards and average award size/duration are subject to the availability of funds.
+
+
+
+Eligibility Criteria#
+According to the latest solicitation:
+Proposals may only be submitted by the following:
+
+Institutions of Higher Education (IHEs) - Two- and four-year IHEs (including community colleges) accredited in, and having a campus located in the US, acting on behalf of their faculty members. Special Instructions for International Branch Campuses of US IHEs: If the proposal includes funding to be provided to an international branch campus of a US institution of higher education (including through use of sub-awards and consultant arrangements), the proposer must explain the benefit(s) to the project of performance at the international branch campus, and justify why the project activities cannot be performed at the US campus.
Non-profit, non-academic organizations: Independent museums, observatories, research laboratories, professional societies and similar organizations located in the U.S. that are directly associated with educational or research activities.
For-profit organizations: U.S.-based commercial organizations, including small businesses, with strong capabilities in scientific or engineering research or education and a passion for innovation.
State and Local Governments
Tribal Nations: An American Indian or Alaska Native tribe, band, nation, pueblo, village, or community that the Secretary of the Interior acknowledges as a federally recognized tribe pursuant to the Federally Recognized Indian Tribe List Act of 1994, 25 U.S.C. §§ 5130-5131.
+
+
+Application#
+Proposals must be submitted in accordance with the NSF Proposal & Award Policies & Procedures Guide (PAPPG).
+
+
+Deadlines#
+
+January 13 2026 - Next preliminary proposal
April 22 2025 - Next Full Proposal
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/funders/protocollabs.html b/funders/protocollabs.html
index 5756f36..3bd2836 100644
--- a/funders/protocollabs.html
+++ b/funders/protocollabs.html
@@ -277,10 +277,13 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ NSF Geosciences Open Science Ecosystem (GEO OSE)
+ +
+
+
+
+
+
+
+
+ Contents
+NSF Geosciences Open Science Ecosystem (GEO OSE)#
+About#
+GEO OSE seeks to build upon the POSE solicitation by targeting community building programs specific to the geospace sciences, ocean sciences, Earth sciences, and polar sciences. As per the solicitation:
+-
+
Develop and foster adoption of open, inclusive, and equitable research practices across geoscience domains informed by open science principles, including (but not limited to) the FAIR, CARE, and TRUST Principles, as well as Reproducibility and Replicability;
+Advance transformational and innovative open science approaches that advance geosciences research and education by leveraging and building connections across the existing ecosystem of cyberinfrastructure resources, including data repositories, open-source software communities, and shared computing (e.g., high-performance and cloud computing);
+Strengthen the capacity of current and future geoscientists to access, utilize, and collaborate within the growing ecosystem of open science resources, and to enable input and participation from the full spectrum of diverse talent that society has to offer which includes underrepresented and under-served communities.
+
Regarding funding phases, the GEO OSE program offers two tracks:
+-
+
Track 1: Supports smaller-scale activities such as open science planning, education, and training initiatives. Projects under this track can have a duration of up to 2 years with a maximum budget of $500,000.
+Track 2: Supports larger-scale activities aimed at transforming geoscience research communities toward open science practices. Projects under this track can have a duration of up to 3 years with a maximum budget of $1,000,000.
+
Estimated number of awards#
+Total amount: 3-8
+Anticipated Funding Amount: \(2,000,000 to \)4,000,000
+Anticipated funding amount is per competition. Estimated program budget, number of awards, and average award size/duration are subject to the availability of funds.
+Estimated Award Size and Duration:
+Track 1 projects will be 2 years in duration with a maximum budget size of \(500,000. Track 2 projects will be 3 years in duration with a maximum budget size of \)1,000,000. Specific budgets for Track 1 and Track 2 projects are expected to be commensurate with the size and scope of the project and anticipated scientific impact.
+Eligibility Criteria#
+According to the latest solicitation:
+Proposals may only be submitted by the following:
+-
+
Institutions of Higher Education (IHEs) - Two- and four-year IHEs (including community colleges) accredited in, and having a campus located in the US, acting on behalf of their faculty members. Special Instructions for International Branch Campuses of US IHEs: If the proposal includes funding to be provided to an international branch campus of a US institution of higher education (including through use of sub-awards and consultant arrangements), the proposer must explain the benefit(s) to the project of performance at the international branch campus, and justify why the project activities cannot be performed at the US campus.
+Non-profit, non-academic organizations: Independent museums, observatories, research laboratories, professional societies and similar organizations located in the U.S. that are directly associated with educational or research activities.
+For-profit organizations: U.S.-based commercial organizations, including small businesses, with strong capabilities in scientific or engineering research or education and a passion for innovation.
+State and Local Governments
+Tribal Nations: An American Indian or Alaska Native tribe, band, nation, pueblo, village, or community that the Secretary of the Interior acknowledges as a federally recognized tribe pursuant to the Federally Recognized Indian Tribe List Act of 1994, 25 U.S.C. §§ 5130-5131.
+
Application#
+Proposals must be submitted in accordance with the NSF Proposal & Award Policies & Procedures Guide (PAPPG).
+Deadlines#
+-
+
February 14 2025 - Track 1
+November 14 2025 - Track 2
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ NSF Pathways to Enable Open-Source Ecosystems (POSE)
+ +
+
+
+
+
+
+
+
+ Contents
+NSF Pathways to Enable Open-Source Ecosystems (POSE)#
+About#
+POSE is aimed to develop Open Source Ecosystems (OSE) around existing open-source products developed within academia. Those applying should view POSE as a similar pathway of translation of scientific innovation to more sustainable forms. In NSF words:
+++POSE constitutes a new pathway to translate scientific innovations, akin to the Lab-to-Market Platform that NSF has pioneered over many decades. Whereas programs like the NSF Innovation Corps (NSF I-Corps™) and America’s Seed Fund [Small Business Innovation Research (SBIR) and Small Business Technology Transfer (STTR)] represent an integrated set of programs to provide researchers with the capacity to transform their fundamental research into deep technology ventures, POSE is specifically focused on another translational pathway – supporting the transition from open-source research artifacts to OSEs.
+
POSE is not meant to fund the development of projects or existing well-resourced ecosystems. This is rather meant to supporting the development of new OSEs.
+There are two types of POSE proposals:
+Phase I#
+Phase I proposals should have the following qualities & objectives:
+-
+
Small community of external users (but not necessarily contributors)
+Seeking to develop a plan for community sustainability
+Seeking to provide training & resources to maintainers and other stakeholders trying to build an OSE
+
Phase II#
+Phase II proposals should have the following qualities & objectives:
+-
+
Existing small community of both contributors and users.
+Seeking to execute and deliver upon a detailed project plan (similar to those funded in Phase I) to support the further development and sustainability of the OSE.
+
Phase II proposals do not necessarily need to have completed or have been funded for Phase I.
+Estimated number of awards#
+Total: 30 to 50
+Approximately 20 Phase I awards of up to \(300,000 per award with durations up to 1 year and 10 Phase II awards of up to \)1,500,000 per award with durations up to 2 years are anticipated, subject to the availability of funds and quality of proposals received.
+Eligibility Criteria#
+According to the latest solicitation:
+Proposals may only be submitted by the following:
+-
+
Institutions of Higher Education (IHEs) - Two- and four-year IHEs (including community colleges) accredited in, and having a campus located in the US, acting on behalf of their faculty members. Special Instructions for International Branch Campuses of US IHEs: If the proposal includes funding to be provided to an international branch campus of a US institution of higher education (including through use of sub-awards and consultant arrangements), the proposer must explain the benefit(s) to the project of performance at the international branch campus, and justify why the project activities cannot be performed at the US campus.
+Non-profit, non-academic organizations: Independent museums, observatories, research laboratories, professional societies and similar organizations located in the U.S. that are directly associated with educational or research activities.
+For-profit organizations: U.S.-based commercial organizations, including small businesses, with strong capabilities in scientific or engineering research or education and a passion for innovation.
+State and Local Governments
+Tribal Nations: An American Indian or Alaska Native tribe, band, nation, pueblo, village, or community that the Secretary of the Interior acknowledges as a federally recognized tribe pursuant to the Federally Recognized Indian Tribe List Act of 1994, 25 U.S.C. §§ 5130-5131.
+
Application#
+Proposals must be submitted in accordance with the NSF Proposal & Award Policies & Procedures Guide (PAPPG).
+Deadlines#
+-
+
January 14 2025 - Phase I Proposals
+September 2 2025 - Phase I and II Proposals
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE)
+ +
+
+
+
+
+
+
+
+ Contents
+NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE)#
+About#
+Safe-OSE aims to “address safety, security, and/or privacy vulnerabilities +proactively in existing, mature OSEs”. It encourages submissions which aim to +address both technical and socio-technical issues within existing mature OSEs. +Importantly, Safe-OSE is inclusive of all types of OSEs, not limited to +software-based ones, but also encompassing scientific methodologies, +manufacturing processes, materials formulations, programming languages, +hardware instruction sets, system designs, and data platforms.
+Proposers are expected to demonstrate a thorough understanding of their OSE’s +threat landscape and provide a realistic plan to mitigate identified risks. The +goal is to catalyze meaningful improvements that the OSE currently lacks the +resources to undertake. Proposals should not focus on fundamental research or +resolving known bugs but rather on strategies that will fundamentally improve +the OSE’s resilience against adverse events over the long term.
+Safe-OSE requires the submission of a preliminary proposal in order to be +invited to submit a full proposal.
+Preliminary proposal#
+Preliminary proposals should have the following qualities & objectives (as per the solicitation):
+-
+
Describe the current status of the targeted OSE and provide pointers to the OSE managing organization and the public repositories for the open-source product. As the PAPPG does not permit URLs in the Project Description, use the References Cited section of the proposal to identify the appropriate resources.
+Describe the national/societal/economic impacts of the OSE.
+Articulate the targeted classes of safety, security, and/or privacy vulnerabilities to be addressed and the broader impacts of addressing them. Discuss, as appropriate, the potential attacks that could take advantage of these vulnerabilities.
+Briefly describe a development plan to address these vulnerabilities.
+Briefly describe an evaluation plan to assess the efficacy of the work.
+Provide information to substantiate compliance with the eligibility requirements.
+
Preliminary proposals require the above to be up to 5 pages.
+Full Proposals#
+Full proposals are submitted according to the NSF PAPPG guidelines. Further details can be found on the solicitation.
+Estimated number of awards#
+Total: 10
+Each award will be for 24 months. The budget for Year 1 should be up to a maximum of \(500,000 and the budget for Year 2 should be up to a maximum of \)1,000,000, for a total budget of up to $1,500,000 per award.
+Estimated program budget, number of awards and average award size/duration are subject to the availability of funds.
+Eligibility Criteria#
+According to the latest solicitation:
+Proposals may only be submitted by the following:
+-
+
Institutions of Higher Education (IHEs) - Two- and four-year IHEs (including community colleges) accredited in, and having a campus located in the US, acting on behalf of their faculty members. Special Instructions for International Branch Campuses of US IHEs: If the proposal includes funding to be provided to an international branch campus of a US institution of higher education (including through use of sub-awards and consultant arrangements), the proposer must explain the benefit(s) to the project of performance at the international branch campus, and justify why the project activities cannot be performed at the US campus.
+Non-profit, non-academic organizations: Independent museums, observatories, research laboratories, professional societies and similar organizations located in the U.S. that are directly associated with educational or research activities.
+For-profit organizations: U.S.-based commercial organizations, including small businesses, with strong capabilities in scientific or engineering research or education and a passion for innovation.
+State and Local Governments
+Tribal Nations: An American Indian or Alaska Native tribe, band, nation, pueblo, village, or community that the Secretary of the Interior acknowledges as a federally recognized tribe pursuant to the Federally Recognized Indian Tribe List Act of 1994, 25 U.S.C. §§ 5130-5131.
+
Application#
+Proposals must be submitted in accordance with the NSF Proposal & Award Policies & Procedures Guide (PAPPG).
+Deadlines#
+-
+
January 13 2026 - Next preliminary proposal
+April 22 2025 - Next Full Proposal
+
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
Contents
Protocol Labs Research#
+Protocol Labs Research#
About#
We are looking for research and development of interactive private communication mechanisms. @@ -556,7 +559,7 @@
Deadline Deadline title="next page"> diff --git a/funders/top10vpn.html b/funders/top10vpn.html index 269152e..b28562a 100644 --- a/funders/top10vpn.html +++ b/funders/top10vpn.html @@ -61,7 +61,7 @@ - + @@ -277,10 +277,13 @@
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
Contents
Top10vpn Research Grant#
+Top10vpn Research Grant#
About#
PrivacyCo’s funding opportunities provide a platform for researchers and postgraduate students to conduct original research and promote digital rights globally.
@@ -552,15 +555,15 @@Deadline diff --git a/genindex.html b/genindex.html index d1920af..ba1af9d 100644 --- a/genindex.html +++ b/genindex.html @@ -276,10 +276,13 @@
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
List# diff --git a/intro.html b/intro.html index f8f8492..65d97dd 100644 --- a/intro.html +++ b/intro.html @@ -57,6 +57,8 @@ + + @@ -278,10 +280,13 @@
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/organizations/numfocus.html b/organizations/numfocus.html
index 6fe0ee0..f2e1476 100644
--- a/organizations/numfocus.html
+++ b/organizations/numfocus.html
@@ -277,10 +277,13 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ National Science Foundation (NSF) Overview
+ +
+
+
+
+
+
+
+
+ Contents
+National Science Foundation (NSF) Overview#
+-
+
Website: National Science Foundation (NSF)
+Open Science Programs: NSF Open Science
+Funding Announcements: NSF Newsroom
+
Overview#
+The National Science Foundation (NSF) is a U.S. government agency that supports fundamental research across various scientific disciplines. NSF has been a key advocate for open science, funding numerous initiatives that promote open-source software, data sharing, and reproducible research.
+Open Source Science Support#
+NSF has provided significant funding to open science initiatives to advance scientific collaboration, computational research, and data transparency. Its investments help drive innovation in research infrastructure and ensure broader accessibility of scientific resources.
+Notable Open Source Science Funding Initiatives#
+-
+
Open Source Science Initiative (OSSci): OSSci, co-founded by NumFOCUS and IBM, connects researchers with open-source software communities. It supports interest groups focused on Climate & Sustainability, Reproducible Science, and Healthcare & Life Sciences.
+NSF Open Source Investment – 2022: NSF committed $26 million to support open-source projects that drive innovation in science and engineering. (Source)
+Open Science Policy & Infrastructure: NSF has been a strong advocate for open-access research through its Public Access Plan 2.0, ensuring federally funded research is openly available. (Source)
+Open-Source Software for Science: NSF funds various scientific computing initiatives, including software infrastructure projects that support open-source research tools and data accessibility.
+
NSF-Funded Open Source Subgrants#
+ +Contact#
+For inquiries about NSF’s Open Science and Open Source funding programs, visit the NSF Open Science page or contact info@nsf.gov.
+-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
Cisco Research Grants", "Chan Zuckerberg Initiative", "Funders", "Protocol Labs Research", "Top10vpn Research Grant", "Individuals", "Open Source in Academia Map", "2i2c Overview", "Academic Data Science Alliance Overview", "Alan Turing Institute Overview", "American Association for the Advancement of Science (AAAS) Overview", "American Astronomical Society Overview", "American Chemical Society Overview", "American Geophysical Union (AGU) Overview", "American Physical Society (APS) Overview", "American Psychological Association (APA) Overview", "American Society for Microbiology Overview", "Apache Software Foundation Overview", "Apache Foundation Overview", "Apereo Foundation", "Association for Computing Machinery (ACM) Overview", "Astropy Overview", "Bioconductor Overview", "Center for Scientific Collaboration and Community Engagement (CSCCE) Overview", "CHAOSS", "Creative Commons Overview", "CURIOSS Overview", "Ecological Society of America Overview", "Electronic Frontier Foundation (EFF) Overview", "European Space Agency (ESA) Overview", "Free Software Foundation (FSF) Overview", "Communities and Organizations", "Institute of Electrical and Electronics Engineers (IEEE) Overview", "Internet Society (ISOC) Overview", "Japan Aerospace Exploration Agency (JAXA) Overview", "Journal of Open Source Software (JOSS)", "Julia Language Overview", "Linux Foundation Overview", "Matplotlib Overview", "Molecular Sciences Software Institute (MolSSI) Overview", "Mozilla Foundation Overview", "National Aeronautics and Space Administration (NASA) Overview", "NumFOCUS Overview", "NumPy Overview", "Open Knowledge Foundation Overview", "Open Life Science Overview", "OpenAI Overview", "OSPO++ Overview", "Outreachy", "Project Jupyter Overview", "Python Software Foundation (PSF)", "pyOpenSci Overview", "PyTorch Overview", "Research Software Alliance (ReSA) Overview", "Research Software Engineers (RSE) Overview", "rOpenSci Overview", "SciCodes", "Science Gateways Community Institute (SGCI) Overview", "SciPy Overview", "Software Freedom Conservancy Overview", "Space Telescope Science Insitute (STScI) Overview", "Software Sustainability Institute", "Stan Overview", "SustainOSS Overview", "The Carpentries Overview", "The Turing Way Overview", "UK Software Sustainability Institute Overview", "The US Research Software Sustainability Institute (URSSI)", "The United States Research Software Engineer Association (US-RSE)", "Service Providers", "Tidelift", "Carnegie Mellon University", "ETH Zurich", "George Washington University", "Georgia Institute of Technology", "Universities", "Johns Hopkins University", "Lero", "Oregon State University", "PennState", "Rey Juan Carlos University", "Rochester Institute of Technology", "Saint Louis University", "SnT, University of Luxembourg", "Stanford University", "Syracuse University", "Trinity College Dublin", "University of California Berkeley", "University of California Davis", "University of California Los Angeles", "University of California San Diego", "University of California Santa Barbara", "University of California Santa Cruz", "University of Texas Austin", "University of Vermont", "University of Wisconsin-Madison"], "titleterms": {"2i2c": 8, "3": 1, "The": [65, 66, 68, 69], "aaa": 11, "about": [0, 1, 2, 4, 5], "academ": [9, 19, 20, 26, 57], "academia": 7, "acm": 21, "administr": 42, "advanc": 11, "aeronaut": 42, "aerospac": 35, "agenc": [30, 35], "agu": 14, "alan": 10, "allianc": [9, 54], "america": 28, "american": [11, 12, 13, 14, 15, 16, 17], "angel": 90, "aotearoa": 3, "ap": 15, "apa": 16, "apach": [18, 19], "apereo": 20, "applic": [1, 2, 4, 5], "associ": [11, 16, 21, 69], "astronom": 12, "astropi": 22, "austin": 94, "barbara": 92, "berkelei": 88, "bioconductor": 23, "california": [88, 89, 90, 91, 92, 93], "carlo": 81, "carnegi": 72, "carpentri": 65, "center": 24, "chan": 2, "chaoss": 25, "chemic": 13, "cisco": 1, "code": 0, "collabor": [19, 20, 24, 26, 57], "colleg": 87, "common": 26, "commun": [24, 32, 58], "comput": 21, "conduct": 0, "conserv": 60, "contact": [19, 20, 26, 27, 57, 72, 73, 74, 75, 77, 78, 79, 80, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96], "context": [72, 73, 74, 75, 77, 78, 79, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 93, 94, 95, 96], "contribut": 7, "core": [72, 73, 74, 75, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96], "creativ": 26, "criteria": [1, 2, 4, 5], "cruz": 93, "cscce": 24, "curioss": 27, "current": 7, "data": 9, "davi": 89, "deadlin": [1, 2, 4, 5], "descript": [72, 73, 74, 75, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96], "diego": 91, "disclaim": 0, "dublin": 87, "ecolog": 28, "educ": 32, "eff": 29, "electr": 33, "electron": [29, 33], "elig": [1, 2, 4, 5], "engag": 24, "engin": [33, 55, 69], "esa": 30, "eth": 73, "european": 30, "explor": 35, "fiscal": 32, "foundat": [18, 19, 20, 29, 31, 32, 38, 41, 45, 51], "free": 31, "freedom": 60, "frontier": 29, "fsf": 31, "fund": [0, 3], "funder": [3, 19, 26, 27, 57], "gatewai": 58, "gener": [72, 73, 74, 75, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96], "geophys": 14, "georg": 74, "georgia": 75, "govern": [0, 3], "grant": [1, 5], "hopkin": 77, "host": 32, "how": 7, "ieee": 33, "individu": [3, 6], "initi": 2, "insitut": 61, "institut": [10, 33, 40, 58, 62, 67, 68, 75, 82], "internet": 34, "isoc": 34, "japan": 35, "jaxa": 35, "john": 77, "joss": 36, "journal": 36, "juan": 81, "julia": 37, "jupyt": 50, "knowledg": 45, "lab": [4, 76], "languag": 37, "leadership": 32, "lero": 78, "licens": 0, "life": 46, "linux": 38, "list": 6, "lo": 90, "loui": 83, "luxembourg": 84, "machineri": 21, "madison": 96, "map": 7, "matplotlib": 39, "mellon": 72, "member": [19, 26, 27, 57], "membership": 20, "microbiologi": 17, "molecular": 40, "molssi": 40, "mozilla": 41, "name": [], "nasa": 42, "nation": [3, 42], "new": 3, "numfocu": 43, "numpi": 44, "object": [72, 73, 74, 75, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96], "open": [7, 36, 45, 46], "openai": 47, "opportun": 3, "oregon": 79, "organ": 32, "ospo": [48, 76], "other": [72, 73, 74, 75, 77, 78, 79, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 93, 94, 95, 96], "outreachi": 49, "overview": [8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 63, 64, 65, 66, 67, 68], "pennstat": 80, "personnel": [19, 20, 26, 57], "philanthropi": 3, "physic": 15, "polici": 32, "practic": 32, "primari": [72, 73, 74, 75, 77, 78, 79, 80, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96], "project": 50, "protocol": 4, "provid": 70, "psf": 51, "psycholog": 16, "pyopensci": 52, "python": 51, "pytorch": 53, "rei": 81, "resa": 54, "research": [1, 4, 5, 54, 55, 68, 69], "rochest": 82, "ropensci": 56, "rse": [55, 69], "saint": 83, "san": 91, "santa": [92, 93], "scicod": 57, "scienc": [9, 11, 32, 40, 46, 58, 61], "scientif": [24, 32], "scipi": 59, "section": 7, "servic": 70, "sgci": 58, "snt": 84, "societi": [12, 13, 15, 17, 28, 34], "softwar": [18, 31, 32, 36, 40, 51, 54, 55, 60, 62, 67, 68, 69], "sourc": [7, 36], "space": [30, 42, 61], "stan": 63, "stanford": 85, "state": [69, 79], "stsci": 61, "sustain": [1, 62, 67, 68], "sustainoss": 64, "syracus": 86, "technologi": [75, 82], "telescop": 61, "texa": 94, "thi": [0, 7], "tidelift": 71, "top10vpn": 5, "triniti": 87, "ture": [10, 66], "u": [68, 69], "uk": [3, 67], "union": 14, "unit": 69, "univers": [72, 74, 76, 77, 79, 81, 83, 84, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 96], "unsort": 32, "urssi": 68, "us": 7, "usa": 3, "vermont": 95, "wai": 66, "washington": 74, "web": 1, "websit": [0, 7], "wisconsin": 96, "without": 76, "zealand": 3, "zuckerberg": 2, "zurich": 73}})
\ No newline at end of file
+Search.setIndex({"alltitles": {"2i2c Overview": [[11, "i2c-overview"]], "About": [[0, "about"], [1, "about"], [2, "about"], [4, "about"], [5, "about"], [6, "about"], [7, "about"], [8, "about"]], "Academic Collaborations": [[22, "academic-collaborations"], [23, "academic-collaborations"], [60, "academic-collaborations"]], "Academic Data Science Alliance Overview": [[12, "academic-data-science-alliance-overview"]], "Alan Turing Institute Overview": [[13, "alan-turing-institute-overview"]], "American Association for the Advancement of Science (AAAS) Overview": [[14, "american-association-for-the-advancement-of-science-aaas-overview"]], "American Astronomical Society Overview": [[15, "american-astronomical-society-overview"]], "American Chemical Society Overview": [[16, "american-chemical-society-overview"]], "American Geophysical Union (AGU) Overview": [[17, "american-geophysical-union-agu-overview"]], "American Physical Society (APS) Overview": [[18, "american-physical-society-aps-overview"]], "American Psychological Association (APA) Overview": [[19, "american-psychological-association-apa-overview"]], "American Society for Microbiology Overview": [[20, "american-society-for-microbiology-overview"]], "Aotearoa New Zealand": [[3, "aotearoa-new-zealand"]], "Apache Foundation Overview": [[22, "apache-foundation-overview"]], "Apache Software Foundation Overview": [[21, "apache-software-foundation-overview"]], "Apereo Foundation": [[23, "apereo-foundation"]], "Application": [[1, "application"], [2, "application"], [4, "application"], [5, "application"], [6, "application"], [7, "application"], [8, "application"]], "Association for Computing Machinery (ACM) Overview": [[24, "association-for-computing-machinery-acm-overview"]], "Astropy Overview": [[25, "astropy-overview"]], "Bioconductor Overview": [[26, "bioconductor-overview"]], "CHAOSS": [[28, "chaoss"]], "CURIOSS Overview": [[30, "curioss-overview"]], "Carnegie Mellon University": [[75, "carnegie-mellon-university"]], "Center for Scientific Collaboration and Community Engagement (CSCCE) Overview": [[27, "center-for-scientific-collaboration-and-community-engagement-cscce-overview"]], "Chan Zuckerberg Initiative": [[2, "chan-zuckerberg-initiative"]], "Cisco Research Grants": [[1, "cisco-research-grants"]], "Code of Conduct": [[0, "code-of-conduct"]], "Communities and Organizations": [[35, "communities-and-organizations"]], "Communities of practice": [[35, "communities-of-practice"]], "Contact": [[22, "contact"], [23, "contact"], [29, "contact"], [30, "contact"], [60, "contact"]], "Contribute": [[10, "contribute"]], "Core Objectives": [[75, "core-objectives"], [76, "core-objectives"], [77, "core-objectives"], [78, "core-objectives"], [80, "core-objectives"], [81, "core-objectives"], [82, "core-objectives"], [83, "core-objectives"], [84, "core-objectives"], [85, "core-objectives"], [86, "core-objectives"], [87, "core-objectives"], [88, "core-objectives"], [89, "core-objectives"], [90, "core-objectives"], [91, "core-objectives"], [92, "core-objectives"], [93, "core-objectives"], [94, "core-objectives"], [95, "core-objectives"], [96, "core-objectives"], [97, "core-objectives"], [98, "core-objectives"], [99, "core-objectives"]], "Creative Commons Overview": [[29, "creative-commons-overview"]], "Current Sections": [[10, "current-sections"]], "Deadline": [[1, "deadline"], [2, "deadline"], [7, "deadline"], [8, "deadline"]], "Deadlines": [[4, "deadlines"], [5, "deadlines"], [6, "deadlines"]], "ETH Zurich": [[76, "eth-zurich"]], "Ecological Society of America Overview": [[31, "ecological-society-of-america-overview"]], "Electronic Frontier Foundation (EFF) Overview": [[32, "electronic-frontier-foundation-eff-overview"]], "Eligibility Criteria": [[1, "eligibility-criteria"], [2, "eligibility-criteria"], [4, "eligibility-criteria"], [5, "eligibility-criteria"], [6, "eligibility-criteria"], [7, "eligibility-criteria"], [8, "eligibility-criteria"]], "Estimated number of awards": [[4, "estimated-number-of-awards"], [5, "estimated-number-of-awards"], [6, "estimated-number-of-awards"]], "European Space Agency (ESA) Overview": [[33, "european-space-agency-esa-overview"]], "Foundations and Fiscal Hosts": [[35, "foundations-and-fiscal-hosts"]], "Free Software Foundation (FSF) Overview": [[34, "free-software-foundation-fsf-overview"]], "Full Proposals": [[6, "full-proposals"]], "Funders": [[3, "funders"], [22, "funders"], [29, "funders"], [30, "funders"], [60, "funders"]], "Funding and Disclaimer": [[0, "funding-and-disclaimer"]], "General Description": [[75, "general-description"], [76, "general-description"], [77, "general-description"], [78, "general-description"], [80, "general-description"], [81, "general-description"], [82, "general-description"], [83, "general-description"], [84, "general-description"], [85, "general-description"], [86, "general-description"], [87, "general-description"], [88, "general-description"], [89, "general-description"], [90, "general-description"], [91, "general-description"], [92, "general-description"], [93, "general-description"], [94, "general-description"], [95, "general-description"], [96, "general-description"], [97, "general-description"], [98, "general-description"], [99, "general-description"]], "George Washington University": [[77, "george-washington-university"]], "Georgia Institute of Technology": [[78, "georgia-institute-of-technology"]], "Governance": [[0, "governance"]], "How to use this website": [[10, "how-to-use-this-website"]], "Individual Funding Opportunities": [[3, "individual-funding-opportunities"]], "Individuals": [[9, "individuals"]], "Institute of Electrical and Electronics Engineers (IEEE) Overview": [[36, "institute-of-electrical-and-electronics-engineers-ieee-overview"]], "Internet Society (ISOC) Overview": [[37, "internet-society-isoc-overview"]], "Japan Aerospace Exploration Agency (JAXA) Overview": [[38, "japan-aerospace-exploration-agency-jaxa-overview"]], "Johns Hopkins University": [[80, "johns-hopkins-university"]], "Journal of Open Source Software (JOSS)": [[39, "journal-of-open-source-software-joss"]], "Julia Language Overview": [[40, "julia-language-overview"]], "Labs": [[79, "labs"]], "Leadership": [[35, "leadership"]], "Leadership Education": [[35, "leadership-education"]], "Lero": [[81, "lero"]], "License": [[0, "license"]], "Linux Foundation Overview": [[41, "linux-foundation-overview"]], "List": [[9, "list"]], "Matplotlib Overview": [[42, "matplotlib-overview"]], "Members": [[22, "members"], [30, "members"], [60, "members"]], "Members and Academic Collaborations": [[29, "members-and-academic-collaborations"]], "Membership": [[23, "membership"]], "Molecular Sciences Software Institute (MolSSI) Overview": [[43, "molecular-sciences-software-institute-molssi-overview"]], "Mozilla Foundation Overview": [[44, "mozilla-foundation-overview"]], "NSF Geosciences Open Science Ecosystem (GEO OSE)": [[4, "nsf-geosciences-open-science-ecosystem-geo-ose"]], "NSF Pathways to Enable Open-Source Ecosystems (POSE)": [[5, "nsf-pathways-to-enable-open-source-ecosystems-pose"]], "NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE)": [[6, "nsf-safety-security-and-privacy-of-open-source-ecosystems-safe-ose"]], "National Aeronautics and Space Administration (NASA) Overview": [[45, "national-aeronautics-and-space-administration-nasa-overview"]], "National Governments": [[3, "national-governments"]], "NumFOCUS Overview": [[46, "numfocus-overview"]], "NumPy Overview": [[47, "numpy-overview"]], "OSPO++ Overview": [[51, "ospo-overview"]], "OSPOs": [[79, "ospos"]], "Open Knowledge Foundation Overview": [[48, "open-knowledge-foundation-overview"]], "Open Life Science Overview": [[49, "open-life-science-overview"]], "Open Source in Academia Map": [[10, "open-source-in-academia-map"]], "OpenAI Overview": [[50, "openai-overview"]], "Oregon State University": [[82, "oregon-state-university"]], "Other Context": [[80, "other-context"], [85, "other-context"], [89, "other-context"], [90, "other-context"], [97, "other-context"]], "Other context": [[75, "other-context"], [77, "other-context"], [78, "other-context"], [81, "other-context"], [82, "other-context"], [86, "other-context"], [87, "other-context"], [88, "other-context"], [91, "other-context"], [92, "other-context"], [93, "other-context"], [94, "other-context"], [96, "other-context"], [98, "other-context"], [99, "other-context"]], "Outreachy": [[52, "outreachy"]], "Overview": [[11, "overview"], [12, "overview"], [13, "overview"], [14, "overview"], [15, "overview"], [16, "overview"], [17, "overview"], [18, "overview"], [19, "overview"], [20, "overview"], [21, "overview"], [22, "overview"], [23, "overview"], [24, "overview"], [25, "overview"], [26, "overview"], [27, "overview"], [29, "overview"], [30, "overview"], [31, "overview"], [32, "overview"], [33, "overview"], [34, "overview"], [36, "overview"], [37, "overview"], [38, "overview"], [40, "overview"], [41, "overview"], [42, "overview"], [43, "overview"], [44, "overview"], [45, "overview"], [46, "overview"], [47, "overview"], [48, "overview"], [49, "overview"], [50, "overview"], [51, "overview"], [53, "overview"], [55, "overview"], [56, "overview"], [57, "overview"], [58, "overview"], [59, "overview"], [60, "overview"], [61, "overview"], [62, "overview"], [63, "overview"], [64, "overview"], [66, "overview"], [67, "overview"], [68, "overview"], [69, "overview"], [70, "overview"], [71, "overview"]], "PennState": [[83, "pennstate"]], "Personnel": [[22, "personnel"], [23, "personnel"], [29, "personnel"], [60, "personnel"]], "Phase I": [[5, "phase-i"]], "Phase II": [[5, "phase-ii"]], "Philanthropies": [[3, "philanthropies"]], "Preliminary proposal": [[6, "preliminary-proposal"]], "Primary Contacts": [[75, "primary-contacts"], [76, "primary-contacts"], [77, "primary-contacts"], [78, "primary-contacts"], [80, "primary-contacts"], [81, "primary-contacts"], [82, "primary-contacts"], [85, "primary-contacts"], [86, "primary-contacts"], [87, "primary-contacts"], [88, "primary-contacts"], [89, "primary-contacts"], [90, "primary-contacts"], [91, "primary-contacts"], [92, "primary-contacts"], [93, "primary-contacts"], [94, "primary-contacts"], [95, "primary-contacts"], [96, "primary-contacts"], [97, "primary-contacts"], [98, "primary-contacts"], [99, "primary-contacts"]], "Primary contacts": [[83, "primary-contacts"]], "Project Jupyter Overview": [[53, "project-jupyter-overview"]], "Protocol Labs Research": [[7, "protocol-labs-research"]], "PyTorch Overview": [[56, "pytorch-overview"]], "Python Software Foundation (PSF)": [[54, "python-software-foundation-psf"]], "Research Software Alliance (ReSA) Overview": [[57, "research-software-alliance-resa-overview"]], "Research Software Engineers (RSE) Overview": [[58, "research-software-engineers-rse-overview"]], "Rey Juan Carlos University": [[84, "rey-juan-carlos-university"]], "Rochester Institute of Technology": [[85, "rochester-institute-of-technology"]], "Saint Louis University": [[86, "saint-louis-university"]], "SciCodes": [[60, "scicodes"]], "SciPy Overview": [[62, "scipy-overview"]], "Science": [[35, "science"]], "Science Gateways Community Institute (SGCI) Overview": [[61, "science-gateways-community-institute-sgci-overview"]], "Science Policy": [[35, "science-policy"]], "Scientific Software": [[35, "scientific-software"]], "Service Providers": [[73, "service-providers"]], "SnT, University of Luxembourg": [[87, "snt-university-of-luxembourg"]], "Software": [[35, "software"]], "Software Education": [[35, "software-education"]], "Software Freedom Conservancy Overview": [[63, "software-freedom-conservancy-overview"]], "Software Sustainability Institute": [[65, "software-sustainability-institute"]], "Space Telescope Science Insitute (STScI) Overview": [[64, "space-telescope-science-insitute-stsci-overview"]], "Stan Overview": [[66, "stan-overview"]], "Stanford University": [[88, "stanford-university"]], "Sustain Podcast Features": [[75, "sustain-podcast-features"]], "SustainOSS Overview": [[67, "sustainoss-overview"]], "Sustainability": [[1, "sustainability"]], "Syracuse University": [[89, "syracuse-university"]], "The Carpentries Overview": [[68, "the-carpentries-overview"]], "The Turing Way Overview": [[69, "the-turing-way-overview"]], "The US Research Software Sustainability Institute (URSSI)": [[71, "the-us-research-software-sustainability-institute-urssi"]], "The United States Research Software Engineer Association (US-RSE)": [[72, "the-united-states-research-software-engineer-association-us-rse"]], "This website": [[0, "this-website"]], "Tidelift": [[74, "tidelift"]], "Top10vpn Research Grant": [[8, "top10vpn-research-grant"]], "Trinity College Dublin": [[90, "trinity-college-dublin"]], "UK": [[3, "uk"]], "UK Software Sustainability Institute Overview": [[70, "uk-software-sustainability-institute-overview"]], "USA": [[3, "usa"]], "Universities": [[79, "universities"]], "Universities without OSPOs": [[79, "universities-without-ospos"]], "University of California Berkeley": [[91, "university-of-california-berkeley"]], "University of California Davis": [[92, "university-of-california-davis"]], "University of California Los Angeles": [[93, "university-of-california-los-angeles"]], "University of California San Diego": [[94, "university-of-california-san-diego"]], "University of California Santa Barbara": [[95, "university-of-california-santa-barbara"]], "University of California Santa Cruz": [[96, "university-of-california-santa-cruz"]], "University of Texas Austin": [[97, "university-of-texas-austin"]], "University of Vermont": [[98, "university-of-vermont"]], "University of Wisconsin-Madison": [[99, "university-of-wisconsin-madison"]], "Unsorted": [[35, "unsorted"]], "Web 3": [[1, "web-3"]], "pyOpenSci Overview": [[55, "pyopensci-overview"]], "rOpenSci Overview": [[59, "ropensci-overview"]]}, "docnames": ["about", "funders/cisco", "funders/czi", "funders/index", "funders/nsf-grants/geo-ose", "funders/nsf-grants/pose", "funders/nsf-grants/safe-ose", "funders/protocollabs", "funders/top10vpn", "individuals", "intro", "organizations/2i2c", "organizations/academic-data-science-alliance", "organizations/alan-turing-institute", "organizations/american-association-for-the-advancement-of-science", "organizations/american-astronomical-society", "organizations/american-chemical-society", "organizations/american-geophysical-union", "organizations/american-physical-society", "organizations/american-psychological-association", "organizations/american-society-for-microbiology", "organizations/apache-software-foundation", "organizations/apachefoundation", "organizations/apereo", "organizations/association-for-computing-machinery", "organizations/astropy", "organizations/bioconductor", "organizations/center-for-scientific-collaboration-and-community-engagement", "organizations/chaoss", "organizations/creativecommons", "organizations/curioss", "organizations/ecological-society-of-america", "organizations/electronic-frontier-foundation", "organizations/european-space-agency", "organizations/free-software-foundation", "organizations/index", "organizations/institute-of-electrical-and-electronics-engineers", "organizations/internet-society", "organizations/japan-aerospace-exploration-agency", "organizations/joss", "organizations/julia-language", "organizations/linux-foundation", "organizations/matplotlib", "organizations/molecular-sciences-software-institute", "organizations/mozilla-foundation", "organizations/national-aeronautics-and-space-administration", "organizations/numfocus", "organizations/numpy", "organizations/open-knowledge-foundation", "organizations/open-life-science", "organizations/openai", "organizations/ospoplusplus", "organizations/outreachy", "organizations/project-jupyter", "organizations/psf", "organizations/pyopensci", "organizations/pytorch", "organizations/research-software-alliance", "organizations/research-software-engineers", "organizations/ropensci", "organizations/scicodes", "organizations/science-gateways-community-institute", "organizations/scipy", "organizations/software-freedom-conservancy", "organizations/space-telescope-science-insitute", "organizations/ssi", "organizations/stan", "organizations/sustainoss", "organizations/the-carpentries", "organizations/the-turing-way", "organizations/uk-software-sustainability-institute", "organizations/urssi", "organizations/usrse", "service-providers/index", "service-providers/tidelift", "universities/carnegie-mellon-university", "universities/eth-zurich", "universities/george-washington", "universities/georgia-institute-of-technology", "universities/index", "universities/johns-hopkins-university", "universities/lero", "universities/oregon-state-university", "universities/penn-state", "universities/rey-juan-carlos-university", "universities/rit", "universities/slu", "universities/snt-university-of-luxembourg", "universities/stanford-university", "universities/syracuse", "universities/trinity-college-dublin", "universities/university-of-california-berkeley", "universities/university-of-california-davis", "universities/university-of-california-los-angeles", "universities/university-of-california-san-diego", "universities/university-of-california-santa-barbara", "universities/university-of-california-santa-cruz", "universities/university-of-texas-austin", "universities/university-of-vermont", "universities/university-of-wisconsin-madison"], "envversion": {"sphinx": 61, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1}, "filenames": ["about.md", "funders/cisco.md", "funders/czi.md", "funders/index.md", "funders/nsf-grants/geo-ose.md", "funders/nsf-grants/pose.md", "funders/nsf-grants/safe-ose.md", "funders/protocollabs.md", "funders/top10vpn.md", "individuals.md", "intro.md", "organizations/2i2c.md", "organizations/academic-data-science-alliance.md", "organizations/alan-turing-institute.md", "organizations/american-association-for-the-advancement-of-science.md", "organizations/american-astronomical-society.md", "organizations/american-chemical-society.md", "organizations/american-geophysical-union.md", "organizations/american-physical-society.md", "organizations/american-psychological-association.md", "organizations/american-society-for-microbiology.md", "organizations/apache-software-foundation.md", "organizations/apachefoundation.md", "organizations/apereo.md", "organizations/association-for-computing-machinery.md", "organizations/astropy.md", "organizations/bioconductor.md", "organizations/center-for-scientific-collaboration-and-community-engagement.md", "organizations/chaoss.md", "organizations/creativecommons.md", "organizations/curioss.md", "organizations/ecological-society-of-america.md", "organizations/electronic-frontier-foundation.md", "organizations/european-space-agency.md", "organizations/free-software-foundation.md", "organizations/index.md", "organizations/institute-of-electrical-and-electronics-engineers.md", "organizations/internet-society.md", "organizations/japan-aerospace-exploration-agency.md", "organizations/joss.md", "organizations/julia-language.md", "organizations/linux-foundation.md", "organizations/matplotlib.md", "organizations/molecular-sciences-software-institute.md", "organizations/mozilla-foundation.md", "organizations/national-aeronautics-and-space-administration.md", "organizations/numfocus.md", "organizations/numpy.md", "organizations/open-knowledge-foundation.md", "organizations/open-life-science.md", "organizations/openai.md", "organizations/ospoplusplus.md", "organizations/outreachy.md", "organizations/project-jupyter.md", "organizations/psf.md", "organizations/pyopensci.md", "organizations/pytorch.md", "organizations/research-software-alliance.md", "organizations/research-software-engineers.md", "organizations/ropensci.md", "organizations/scicodes.md", "organizations/science-gateways-community-institute.md", "organizations/scipy.md", "organizations/software-freedom-conservancy.md", "organizations/space-telescope-science-insitute.md", "organizations/ssi.md", "organizations/stan.md", "organizations/sustainoss.md", "organizations/the-carpentries.md", "organizations/the-turing-way.md", "organizations/uk-software-sustainability-institute.md", "organizations/urssi.md", "organizations/usrse.md", "service-providers/index.md", "service-providers/tidelift.md", "universities/carnegie-mellon-university.md", "universities/eth-zurich.md", "universities/george-washington.md", "universities/georgia-institute-of-technology.md", "universities/index.md", "universities/johns-hopkins-university.md", "universities/lero.md", "universities/oregon-state-university.md", "universities/penn-state.md", "universities/rey-juan-carlos-university.md", "universities/rit.md", "universities/slu.md", "universities/snt-university-of-luxembourg.md", "universities/stanford-university.md", "universities/syracuse.md", "universities/trinity-college-dublin.md", "universities/university-of-california-berkeley.md", "universities/university-of-california-davis.md", "universities/university-of-california-los-angeles.md", "universities/university-of-california-san-diego.md", "universities/university-of-california-santa-barbara.md", "universities/university-of-california-santa-cruz.md", "universities/university-of-texas-austin.md", "universities/university-of-vermont.md", "universities/university-of-wisconsin-madison.md"], "indexentries": {}, "objects": {}, "objnames": {}, "objtypes": {}, "terms": {"": [0, 2, 4, 5, 6, 8, 10, 13, 14, 18, 19, 21, 22, 23, 24, 29, 33, 34, 36, 38, 41, 42, 44, 45, 46, 49, 53, 56, 64, 67, 69, 71, 75, 77, 78, 79, 81, 83, 85, 87, 88, 89, 90, 91, 93, 94, 95, 96, 97, 98, 99], "0": 1, "000": [4, 5, 6, 8, 18], "1": [4, 5, 6, 7], "10": [5, 6, 8], "12": [81, 88, 99], "13": 6, "14": [4, 5], "140": 75, "150k": 7, "16": 49, "160": 82, "1985": 34, "1992": 3, "1994": [4, 5, 6], "1999": 22, "2": [4, 5, 6, 7, 97], "20": [5, 23], "2009": 85, "2010": 65, "2014": 53, "2020": [51, 90], "2021": 60, "2022": [51, 75, 86, 96, 98], "2023": [0, 2, 23, 51, 77, 88, 89, 97, 98, 99], "2024": [51, 89, 96, 99], "2025": [4, 5, 6], "2026": 6, "20944": 97, "20mm": 29, "21015": 0, "22": [6, 33], "24": 6, "2475": 39, "25": [4, 5, 6], "27": 98, "28": 98, "2i2c": 35, "3": [4, 7, 52, 54], "30": 5, "300": 5, "300k": 7, "3de": 85, "4": [4, 97], "40": 75, "4g": 90, "5": 6, "50": 5, "500": [4, 5, 6], "501": [52, 54], "5130": [4, 5, 6], "5131": [4, 5, 6], "55": 18, "5g": 90, "6": 2, "8": 4, "8th": 51, "9066": 39, "A": [1, 3, 7, 22, 60, 85], "As": [2, 4, 6, 9, 10, 12, 21, 24, 25, 32, 33, 36, 40, 42, 50, 51, 53, 57, 64, 75], "At": 10, "Be": 97, "Being": 47, "By": [9, 23, 29, 60], "For": [4, 5, 6, 22, 23, 29, 30, 44, 60, 79], "IT": [79, 89, 97], "If": [4, 5, 6, 9, 10, 35], "In": [5, 10, 18, 23, 24, 50, 63, 89], "It": [0, 6, 10, 11, 16, 17, 19, 25, 26, 34, 37, 40, 42, 47, 50, 51, 53, 56, 57, 59, 60, 62, 65, 66, 67, 86, 87, 88, 93, 97], "Its": [24, 26, 29, 34, 60], "On": [19, 56], "One": [64, 85], "The": [0, 1, 3, 6, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 43, 44, 45, 48, 53, 54, 55, 57, 59, 60, 61, 62, 64, 65, 67, 70, 75, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99], "Their": [23, 28, 37, 43, 48, 49, 61, 67, 71, 90], "There": [3, 5, 10, 47, 73, 79, 86, 88], "These": [10, 22, 26, 29, 47, 60, 61, 64], "To": [8, 9, 29, 86, 87, 91, 94], "With": [11, 18, 56, 97], "aa": 15, "aaa": 35, "abid": 0, "abil": 27, "abl": 82, "about": [9, 10, 15, 19, 22, 23, 29, 30, 35, 43, 48, 60, 66, 76, 88], "abov": [6, 10, 89], "ac": [16, 35], "academ": [0, 4, 5, 6, 9, 10, 28, 35, 39, 62, 65, 73, 77, 78, 81, 82, 83, 85, 89, 90, 95, 97], "academia": [0, 3, 5, 9, 12, 22, 29, 35, 57, 85, 96, 98], "acceler": [17, 20, 65, 82, 96], "accept": [8, 39, 70], "access": [4, 10, 11, 12, 14, 15, 16, 19, 20, 22, 26, 29, 33, 36, 37, 38, 43, 44, 46, 47, 48, 50, 55, 60, 61, 63, 64, 67, 77, 82, 83, 89, 99], "accord": [4, 5, 6, 16, 17, 20, 40, 43, 55, 58], "accredit": [4, 5, 6], "accur": 66, "achiev": [38, 40, 85], "acknowledg": [4, 5, 6], "acm": 35, "across": [4, 12, 21, 29, 35, 40, 48, 53, 85, 87, 88, 89, 90, 94, 95, 97], "act": [4, 5, 6, 14, 23, 63, 86, 98], "action": 84, "activ": [4, 5, 6, 13, 25, 26, 30, 32, 33, 45, 49, 58, 60, 67, 71, 72, 79, 81, 87, 88, 89, 90, 91, 97, 98], "ad": 9, "add": [3, 9, 10, 35], "addit": [2, 18, 23, 89, 97], "addition": [22, 60, 85], "additionali": 98, "address": [1, 6, 7, 85], "adequ": 87, "adjac": 10, "adjunct": 83, "administr": 10, "adopt": [4, 58, 62, 77, 98, 99], "adsa": 12, "advanc": [2, 4, 8, 12, 13, 15, 18, 19, 20, 22, 24, 32, 35, 36, 38, 43, 45, 49, 58, 60, 71, 78, 83, 97, 98], "advantag": 6, "advers": 6, "advic": 90, "advis": [22, 87, 88], "advisori": 29, "advoc": [11, 19, 27, 29, 32, 34, 37, 57, 58, 60, 68, 70, 71, 72, 81, 89], "advocaci": 20, "aerospac": 45, "affect": 90, "affili": [2, 25, 29, 75], "africa": 98, "after": 13, "against": [6, 32], "agenc": [2, 35, 45, 57], "aggreg": 85, "agi": 50, "agreement": 90, "agu": 35, "ai": [1, 7, 50], "aid": [10, 32, 68, 70], "aim": [1, 4, 5, 6, 13, 18, 25, 32, 41, 44, 48, 59, 67, 71, 72, 75, 77, 78, 88, 91, 92, 93, 94, 95, 96, 98], "air": 90, "aka": 1, "akin": [5, 29], "alan": 3, "alaska": [4, 5, 6], "albani": 79, "albertson": 82, "alessandro": 78, "alex": 89, "alfr": [0, 3, 28, 30, 75, 77, 80, 85, 86, 88, 92, 96, 97, 99], "algebra": 62, "algorithm": [56, 62], "alic": 60, "align": [13, 14, 16, 22, 34, 44, 55, 83, 90], "alik": 22, "all": [0, 3, 6, 10, 14, 37, 50, 53, 61, 69, 72, 84, 85, 92], "allen": 60, "alli": 72, "allianc": [35, 85], "allison": 99, "alloc": 10, "allow": [12, 16, 91, 92, 93, 94, 95, 96], "along": [29, 60, 75, 96], "alphabet": [3, 35], "alreadi": [10, 75, 84, 88, 97], "also": [6, 10, 13, 17, 21, 25, 32, 33, 40, 55, 58, 60, 66, 72, 77, 79, 81, 85, 87, 88, 91, 93, 97, 98], "although": [13, 27], "alumn": 9, "alwai": 10, "amazon": [22, 29], "ambassador": 49, "amber": 95, "ambiti": 82, "america": [5, 35], "american": [4, 5, 6, 35], "amherst": 79, "among": [14, 23, 30, 31, 46, 57, 67, 91, 92, 93, 94, 95, 96, 97], "amongst": 90, "amount": [4, 79], "an": [0, 2, 4, 5, 6, 10, 12, 13, 16, 18, 23, 24, 25, 26, 28, 30, 33, 37, 39, 40, 41, 42, 43, 49, 50, 51, 53, 56, 57, 58, 61, 66, 67, 68, 69, 70, 71, 72, 75, 76, 79, 80, 82, 85, 86, 87, 88, 90, 91, 96, 97, 98], "analysi": [11, 25, 26, 42, 66, 94], "analyt": 28, "analyz": 64, "angel": [30, 79], "angela": 97, "ani": [0, 2, 7, 9, 10, 34, 35, 51, 87], "anim": 42, "anna": 29, "announc": [10, 92], "annual": [23, 54], "anoth": 5, "anticip": [4, 5, 50], "anyon": [0, 69], "aoif": 90, "ap": 35, "apa": 35, "apach": [35, 82], "apereo": 35, "app": 1, "appel": 10, "appli": [5, 7, 8, 10, 29, 82], "applic": [12, 19, 20, 21, 25, 53], "approach": [1, 4, 27, 49, 69, 88, 91, 92, 93, 94, 95, 96, 98], "appropri": 6, "approv": 8, "approxim": 5, "april": 6, "ar": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 14, 18, 22, 23, 24, 29, 32, 33, 39, 44, 45, 46, 47, 49, 50, 52, 53, 58, 60, 61, 69, 71, 73, 77, 79, 80, 83, 84, 92, 96, 97, 99], "arcadia": 29, "architectur": 1, "archiv": 76, "area": [1, 10, 26, 84, 92], "arena": 40, "argosi": 29, "around": [0, 5, 10, 30, 36, 41, 42, 43, 64, 82, 85, 93, 95, 98], "arrai": [47, 62], "arrang": [4, 5, 6, 74], "art": [24, 29], "articl": [16, 39, 60], "articul": 6, "artifact": 5, "artifici": [13, 50, 56], "ascl": 60, "asf": [21, 22], "asm": 20, "aspect": [31, 84], "assess": [6, 92], "asset": [2, 87], "assist": [75, 85], "associ": [4, 5, 6, 35, 75, 83, 85, 89], "assumpt": 7, "assur": [63, 74], "astronom": [25, 60, 64], "astronomi": [15, 25, 60, 64], "astrophys": [25, 60], "astropi": 35, "atlant": 81, "attack": 6, "attornei": 29, "attract": [87, 96], "audit": 29, "austin": [30, 79], "australian": 72, "author": [0, 16, 29], "authorchoic": 16, "authorit": 18, "autom": 75, "avail": [4, 5, 6, 9, 10, 18, 22, 23, 33, 42, 45, 47, 52, 61, 63, 64, 70, 79], "avenu": [15, 99], "averag": [4, 6], "awar": [72, 75, 76, 78, 80, 84, 93, 94, 99], "award": [7, 96], "back": 85, "baker": 85, "balkind": 95, "band": [4, 5, 6], "baptist": 22, "barba": 77, "barbara": [30, 79], "barcelona": 23, "barrier": 88, "base": [4, 5, 6, 10, 16, 26, 31, 40, 57, 64, 71, 77, 80, 87, 96], "basi": [7, 8], "basic": [20, 96], "bayesian": 66, "beacon": 96, "becaus": [37, 79], "becom": [49, 96], "bedework": 23, "been": [3, 5, 51, 75], "befor": [22, 96], "began": [88, 99], "behalf": [4, 5, 6], "behind": 90, "being": [37, 66, 96, 97], "belief": 37, "believ": [15, 32, 36, 80], "belong": 84, "below": [2, 9], "benefici": 34, "benefit": [4, 5, 6, 11, 14, 15, 17, 18, 19, 22, 36, 37, 38, 50, 80, 96], "berkelei": [22, 23, 30, 79], "bespok": 90, "best": [55, 60, 69, 76, 78, 79, 80, 83, 85, 88, 89, 95, 96, 97, 99], "bethani": 99, "better": [10, 57, 70, 71, 75, 78, 87, 97], "between": [81, 89, 97, 98, 99], "beyond": [11, 75, 99], "bia": 52, "bid": 91, "big": 21, "bill": 80, "billion": 97, "bioconductor": 35, "bioinformat": [26, 60], "biologi": 2, "biostatist": 60, "bitergia": 28, "blend": 96, "blockchain": 1, "board": [22, 23, 29], "bodi": 3, "bogdan": 75, "bold": 35, "boost": 87, "border": 48, "born": 53, "both": [5, 6, 9, 10, 23, 29, 50, 58, 75, 76, 84], "bought": 74, "boundari": [35, 88], "bowen": 22, "branan": 80, "branch": [4, 5, 6, 15, 50], "brantlei": 92, "break": [3, 52], "bridg": [79, 96], "briefli": 6, "bring": [57, 67, 72, 78, 82, 85, 88, 89, 96], "british": 13, "broad": 21, "broaden": 17, "broader": [6, 29, 44, 59, 75, 78, 81, 83, 93, 98], "broadli": 50, "broken": 79, "brown": 89, "browser": [23, 44], "budden": 95, "budget": [4, 6], "bug": 6, "build": [4, 5, 10, 11, 23, 27, 29, 41, 64, 72, 75, 77, 78, 80, 89, 92, 93, 94, 96, 97, 98], "built": [0, 10, 62, 96], "bulletin": 31, "bureau": 86, "busi": [1, 4, 5, 6, 13, 61, 82], "c": [4, 5, 6, 52, 54, 86], "caktu": 29, "california": [22, 23, 30, 60, 79], "call": [7, 9, 10, 51, 98], "caltech": 60, "caltechdata": 60, "cambridg": [22, 79], "campaign": 29, "campu": [4, 5, 6, 78, 88, 90, 91, 93, 95, 96, 97, 99], "campus": [4, 5, 6, 91, 92, 93, 94, 95, 96], "can": [0, 4, 6, 9, 10, 22, 26, 28, 29, 34, 41, 47, 48, 53, 59, 63, 69, 75, 96, 97], "candid": [8, 9], "cannot": [4, 5, 6, 10], "capabl": [4, 5, 6, 40], "capac": [4, 5, 58, 75, 78, 98], "capano": 89, "cape": 23, "care": 4, "career": [24, 39, 72], "carl": [83, 92], "carlo": [79, 96], "carnegi": [0, 22, 30, 79], "carpentri": [35, 75, 93, 99], "carri": [7, 33, 64], "case": [66, 69], "cass": 82, "cassandra": 22, "catalyz": [6, 88], "categori": [23, 79], "catherin": 29, "caus": 31, "cc": [29, 78], "cdn": 7, "celebr": 24, "cem": 98, "center": [64, 75, 78, 79, 80, 82, 85, 87, 88, 93, 96, 97], "centr": [81, 87, 96], "central": [1, 75, 77, 97], "ceo": 29, "cern": 60, "certifi": 34, "ch": 76, "chain": 1, "chair": [22, 60], "challeng": [1, 90], "champion": [13, 14, 70], "champlain": 98, "chan": [3, 29], "chandler": 88, "chang": [10, 88, 90], "chanzuckerberg": 2, "chaoss": [35, 79, 81, 85], "charg": 39, "charit": 2, "chariti": 54, "chemic": 35, "chemistri": 16, "child": 85, "choos": 87, "choudhuri": [0, 75], "chouduri": 75, "christoph": 85, "ciara": 30, "cio": [89, 97], "circular": 1, "cisco": 3, "cissp": 83, "citat": [39, 60], "cite": 6, "citi": 81, "civil": 32, "civilian": 45, "clare": [0, 30, 81], "class": [6, 13, 27, 96], "client": 82, "close": [2, 44, 79, 87, 89, 96, 99], "cloud": [1, 4, 40, 82], "cmu": 75, "co": [8, 60, 78, 82, 85, 87, 97], "code": [10, 22, 26, 29, 35, 60, 63, 71, 76, 79, 97], "cofound": 52, "collabor": [4, 10, 12, 13, 14, 15, 17, 20, 21, 30, 31, 32, 34, 37, 40, 41, 42, 44, 48, 53, 57, 58, 59, 66, 67, 77, 80, 82, 83, 84, 85, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99], "colleagu": 87, "collect": [0, 26, 35, 61, 62, 79], "colleg": [2, 4, 5, 6, 30, 79, 81, 98], "collin": 89, "com": [0, 2, 85, 98], "combin": 58, "come": [0, 28, 40, 75], "commensur": [4, 7], "comment": 10, "commerci": [4, 5, 6, 23, 62, 76, 80, 90], "commit": [8, 12, 13, 15, 20, 22, 23, 29, 37, 39, 45, 50, 57, 60, 64, 68, 69, 80, 83], "committe": [22, 29], "common": [35, 85], "commun": [0, 1, 2, 4, 5, 6, 7, 10, 11, 13, 15, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 36, 38, 40, 41, 42, 43, 44, 45, 49, 51, 55, 56, 57, 58, 59, 60, 63, 66, 69, 70, 71, 72, 75, 77, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 98, 99], "compani": [2, 22, 28, 41, 72, 74, 80, 90], "compat": 52, "compet": 75, "competit": 4, "compil": 40, "complain": 10, "complet": [5, 90], "complianc": [1, 6, 81, 83, 87], "compliant": 2, "complic": 3, "compon": [75, 87, 93], "comprehens": [26, 38, 42, 62, 69], "compris": [50, 77], "comput": [1, 4, 11, 22, 25, 34, 35, 36, 40, 43, 46, 47, 53, 59, 60, 62, 68, 75, 78, 79, 82, 86, 89, 92, 97], "concentr": 96, "concept": [8, 59, 70, 85, 93], "concern": [9, 50], "conclus": 0, "condit": 90, "conduct": [1, 8, 13, 26, 38, 71, 88], "confer": [24, 54, 60], "conform": 9, "connect": [4, 51, 65, 72, 88, 89, 96, 97, 98, 99], "connector": 98, "consensu": 1, "consent": 9, "conserv": 52, "consid": [7, 17, 72, 89], "consider": [1, 79], "consist": 22, "consortium": [23, 41, 60], "constitut": 5, "construct": 74, "consult": [4, 5, 6, 61, 73, 97], "contact": [9, 28, 54, 74], "contain": [46, 69, 97], "container": 92, "content": [7, 29, 69], "context": [9, 10, 35], "continu": [22, 50], "contract": 1, "contribut": [11, 15, 19, 21, 22, 29, 32, 35, 38, 40, 42, 45, 46, 50, 58, 59, 61, 63, 69, 72, 75, 80, 88, 89, 92, 99], "contributor": [0, 5, 9, 22, 56, 67], "control": [2, 29], "conven": 75, "conveni": 62, "convers": 10, "coordin": [25, 84, 88, 89, 97], "coorgan": 0, "copi": 34, "copyright": [0, 32], "core": [9, 22, 25, 40], "cork": 81, "corp": 5, "corpor": [22, 23], "correspond": 52, "cotner": 83, "could": [6, 10, 79], "council": 29, "countri": [2, 3], "coupl": 8, "couponfollow": 29, "cours": [23, 29, 79, 85], "courtnei": 75, "cover": [10, 31, 84], "craig": 22, "cranmer": 99, "creat": [19, 21, 23, 29, 42, 48, 50, 53, 59, 60, 61, 66, 77, 78, 83, 84, 88, 89, 90, 96, 97, 98, 99], "creation": [11, 19, 57, 59, 90, 93], "creativ": [35, 85], "creativecommon": 29, "creator": [9, 29], "credibl": 31, "cri": 3, "criteria": 89, "critic": [2, 20, 58, 93], "cross": [1, 60, 85, 96], "crossref": 39, "crown": 3, "crucial": [2, 10, 17, 22, 42, 43, 48, 67], "cruz": [30, 79], "cryptocurr": 1, "cryptograph": 7, "cultiv": [70, 80], "cultur": [49, 77, 82, 83, 84, 85], "curat": [75, 78, 80], "curcuru": 22, "curioss": [35, 75, 76, 77, 78, 80, 81, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99], "currenc": [1, 39], "current": [0, 2, 4, 6, 22, 46, 51, 60, 95, 97, 98, 99], "curriculum": 92, "custom": [86, 90], "cut": [61, 96], "cyberinfrastructur": 4, "cycl": 2, "czi": 2, "d": [10, 29, 83, 86, 87], "daniel": [60, 86], "dao": 1, "dapp": 1, "data": [1, 4, 6, 7, 10, 11, 13, 16, 17, 19, 20, 21, 25, 26, 32, 33, 35, 38, 42, 45, 46, 47, 48, 53, 59, 60, 64, 66, 68, 69, 77, 85, 88, 90, 91, 93, 99], "databas": 90, "datacent": 1, "datanexu": 94, "dataset": 9, "datavers": [9, 60], "davi": [30, 79, 96], "david": [77, 89, 94, 96], "de": [1, 23], "dean": [75, 89], "deb": 54, "debat": [8, 14], "decad": 5, "decentr": [15, 21], "dedic": [2, 13, 14, 15, 17, 18, 20, 22, 23, 25, 27, 30, 33, 34, 36, 41, 44, 50, 65, 70, 71, 79, 80, 81, 83, 87], "deep": [5, 56, 71], "defend": [32, 34, 63], "defi": 1, "defin": [11, 28, 80], "definit": 85, "delaloy": 77, "deliv": [5, 86, 91], "democrat": 48, "demonstr": [6, 22, 57, 91, 92, 93, 94, 95, 96], "denni": 93, "depart": [2, 3, 10, 79, 86, 89, 92, 97], "depend": [8, 74], "deploy": [38, 87, 90], "depth": 66, "der": 91, "describ": [2, 6], "descript": 6, "design": [1, 6, 23, 26, 33, 39, 40, 47, 53, 56, 59, 60, 82, 86, 87], "desk": 97, "desktop": [21, 52], "detail": [5, 6, 9, 49, 56], "dev": 22, "develop": [2, 4, 5, 6, 7, 9, 11, 14, 21, 22, 23, 24, 25, 32, 36, 37, 38, 41, 42, 43, 44, 53, 55, 56, 57, 58, 59, 60, 61, 63, 64, 66, 67, 70, 71, 75, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98], "devot": 64, "dialogu": 31, "diego": [30, 79], "differ": [10, 12, 23, 40, 53, 67, 88], "difficult": [10, 74], "diffus": 18, "digit": [8, 23, 24, 32, 38, 65, 75, 80], "dilig": 87, "dillon": [0, 30, 81], "dimension": 47, "direct": [20, 89], "directli": [4, 5, 6, 10, 31, 34, 37, 70, 99], "director": [22, 23, 77, 78, 80, 81, 82, 85, 86, 88, 89, 96, 97, 98, 99], "disciplin": [12, 60, 61, 88, 89], "disciplinari": [60, 88], "discontinu": 74, "discord": 7, "discours": [0, 10], "discover": 60, "discoveri": [17, 31, 64, 92], "discuss": [0, 6, 10, 23, 67], "dispatch": 40, "displai": 10, "dissemin": [14, 16, 17, 26, 31, 85, 87, 88], "distinct": 82, "distribut": [1, 7, 14, 22, 23, 40, 47, 70, 76], "distro": 52, "divers": [4, 25, 42, 69, 72, 88, 99], "divis": 90, "do": [0, 5, 9, 10, 35, 73, 79, 80, 98], "doc": 98, "document": [0, 10, 22, 24, 42, 47, 90], "doe": [6, 14, 17, 19, 31, 39], "doesn": [13, 37], "doi": 39, "domain": [4, 40, 83], "don": [32, 75, 79], "donat": 0, "done": [0, 10, 75, 79, 97], "down": [3, 51, 79, 96], "dr": 97, "drive": [13, 76, 83, 98], "driven": [9, 11, 22, 25, 35, 55, 69, 72, 88], "drupal": 82, "dsi": 99, "dublin": [30, 79, 81], "duckduckgo": 29, "due": [47, 58, 87], "duncan": 89, "dundalk": 81, "durabl": 66, "durat": [4, 5, 6], "durbin": 9, "dure": 22, "e": [4, 7, 87], "each": [3, 6, 82], "earli": [49, 96], "earlier": [88, 96, 99], "earth": [4, 17], "easi": 61, "easili": [10, 74], "east": 81, "eclips": [35, 80], "ecolog": 35, "ecologi": 31, "ecologist": 31, "econom": [6, 84, 87], "ecosystem": [10, 22, 25, 41, 54, 56, 60, 71, 74, 85, 97, 99], "ed": [10, 52], "edg": [1, 24, 61, 96], "edinburgh": [9, 65], "edit": [9, 60], "editor": 10, "edtech": 79, "edu": [9, 75, 77, 78, 80, 83, 88, 89, 94, 97, 98, 99], "educ": [4, 5, 6, 11, 12, 13, 16, 17, 20, 22, 23, 29, 43, 48, 61, 71, 75, 77, 78, 80, 82, 83, 85, 88, 89, 95, 96, 98, 99], "eec": 82, "effect": [27, 76, 93], "efficaci": 6, "effici": [1, 12, 43, 56, 58, 62, 96], "effort": [23, 25, 44, 61, 72, 75, 81, 85, 89, 96, 99], "either": [0, 10], "elect": 60, "electr": [35, 82], "electron": 35, "elixir": 60, "email": [8, 9, 10, 22, 86, 88, 89], "embodi": [32, 42], "emerg": 23, "emili": 96, "emphasi": [31, 92], "emploi": 86, "empow": [23, 29, 38, 49, 68, 83], "empower": 90, "en": 76, "enabl": [1, 4, 15, 29, 53, 60, 64, 87, 89, 90, 96, 97], "encompass": 6, "encourag": [6, 7, 12, 15, 16, 18, 21, 23, 31, 32, 36, 37, 40, 48, 51, 55, 57, 67, 84, 88], "end": 21, "endeavor": [27, 70], "endeavour": 65, "endors": 34, "endow": 29, "energi": 1, "engag": [2, 7, 15, 22, 38, 45, 60, 78, 80, 81, 88, 89, 90, 97, 98, 99], "engin": [4, 5, 6, 7, 14, 35, 49, 61, 78, 80, 82, 86, 98], "enhanc": [11, 20, 23, 30, 33, 57, 58, 59, 60, 88], "enhans": 85, "enquiri": 87, "ensberg": 92, "ensur": [14, 22, 29, 32, 37, 46, 50, 55, 61, 63, 67, 83, 87, 88], "enterpris": [21, 71, 72, 88], "enthusiast": 15, "entir": [22, 66, 98], "entiti": [77, 96, 99], "environ": [20, 21, 22, 40, 52, 53, 59, 61, 66, 78, 83, 96], "envis": 7, "episod": 75, "equit": 4, "equiti": [88, 99], "eric": 89, "erik": 94, "esa": [31, 35], "escap": 88, "especi": [9, 72], "essenti": [2, 42, 49, 87], "establish": [22, 30, 43, 60, 80, 85, 86, 96, 97], "etc": [1, 87, 98], "eth": 79, "ethic": 69, "etho": 27, "ethz": 76, "europ": 60, "european": 35, "evalu": [6, 27], "even": 2, "event": [6, 13, 33, 46, 51, 67, 91, 93, 97, 98], "everi": [10, 60, 65, 97], "everyon": [0, 9, 22, 37, 47, 50], "everyth": 96, "everywher": 10, "evid": [47, 61], "evidenc": 20, "evolut": 37, "evolv": 85, "exam": 23, "examin": 75, "exampl": [42, 90], "excel": 88, "except": 3, "exchang": [1, 17], "execut": [5, 90, 96, 99], "exist": [4, 5, 6, 89, 97], "expand": [60, 85, 97], "expeci": 98, "expect": [4, 6, 7], "experi": [78, 86], "expert": [29, 61, 80, 96], "expertis": [75, 77, 78, 89, 91, 94], "explain": [4, 5, 6, 76], "explicit": 9, "explicitli": [14, 40], "explor": [7, 12, 33, 60, 67, 75, 85, 98], "express": 0, "extens": [3, 40, 42, 48, 56, 62, 91], "extern": [5, 87, 90], "f": 83, "facebook": 56, "facilit": [0, 12, 29, 40, 45, 48, 57, 76, 80, 84, 85, 88, 98, 99], "fact": 50, "factor": 1, "faculti": [4, 5, 6, 77, 80, 83, 85, 86, 89, 96, 97], "fair": [1, 4], "fall": 88, "famili": 29, "familiar": [22, 40, 93], "fang": [75, 78], "fascili": 98, "fascilit": 98, "faster": 36, "featur": 40, "februari": [4, 99], "feder": [2, 4, 5, 6, 75], "fee": [16, 39], "feel": 9, "feld": 29, "fellow": 96, "fellowship": [], "fernando": 91, "few": [10, 96, 97], "ffrdc": 75, "field": [9, 10, 15, 16, 23, 24, 35, 38, 42, 47, 48, 62, 65], "fight": 32, "figur": 96, "filecoin": 29, "filkov": 92, "fill": 74, "financ": 1, "financi": [23, 41, 97], "find": [0, 8, 14, 16, 20, 38, 41, 96], "firefox": 44, "firm": 29, "first": [1, 65, 74, 75, 80, 85, 89], "fiscal": [52, 54, 63, 71, 72], "five": 92, "flanagan": 30, "flatiron": 60, "flexibl": [23, 56, 66], "flora": 29, "flow": 75, "focu": [6, 13, 23, 32, 44, 61, 63, 88, 98, 99], "focus": [0, 5, 21, 27, 29, 31, 34, 49, 50, 55, 59, 60, 69, 84, 90, 91, 93, 94], "follow": [1, 3, 4, 5, 6, 9, 29, 34, 79, 81], "fonkam": 83, "forb": 80, "forc": [60, 87], "force11": 60, "ford": 3, "foreign": 2, "foremost": 14, "form": [5, 10, 40, 82, 89, 97], "formal": [10, 39, 97], "format": 10, "former": [9, 51], "formul": 6, "forthcom": 64, "forti": 63, "fortnei": 98, "forum": [0, 98], "foss": [54, 63, 85, 87], "fosset": 85, "fossfound": 54, "foster": [4, 11, 12, 15, 20, 22, 23, 25, 29, 41, 43, 44, 48, 55, 59, 60, 64, 77, 83, 87, 97], "found": [6, 22, 28, 34, 48, 60, 65, 75, 98], "foundat": [0, 3, 10, 28, 29, 30, 37, 52, 64, 68, 75, 77, 80, 81, 82, 85, 86, 88, 89, 92, 96, 97, 99], "foundtion": 35, "four": [4, 5, 6], "fourth": 10, "framework": [23, 29], "free": [9, 14, 16, 22, 29, 45, 62, 63, 64, 70, 84, 85, 87], "freedom": [32, 34, 52], "freeli": [20, 26, 29, 33, 42, 61, 63], "freethetextbook": 29, "frequent": 45, "friend": 23, "friendli": [11, 62], "from": [0, 2, 3, 4, 5, 15, 21, 22, 23, 27, 29, 30, 33, 38, 50, 51, 60, 61, 64, 72, 75, 78, 79, 80, 85, 86, 88, 89, 90, 96, 97, 98, 99], "fuel": [87, 99], "fulfil": 63, "full": [2, 3, 4, 17, 66, 86], "fulli": 79, "function": [10, 62, 77, 81, 84, 90], "fund": [2, 4, 5, 6, 7, 8, 10, 16, 28, 29, 46, 57, 75, 77, 86, 88, 89, 90, 92, 96, 97, 98, 99], "fundament": [5, 6, 47, 58], "funder": [10, 67], "further": [5, 6, 31, 49], "futur": [4, 38, 50, 83], "g": [0, 4, 7, 97], "gabriel": 29, "galleri": 42, "galwai": 81, "game": 85, "garijo": 60, "gatech": 78, "gatewai": 35, "gdpr": 9, "gear": 13, "gearti": 89, "gener": [1, 10, 22, 23, 29, 37, 50, 60, 66, 74], "genom": 26, "geo": 3, "geodynam": 60, "geophys": 35, "georg": [30, 79], "georgia": [30, 79], "geoscientist": 4, "geospac": 4, "germonprez": [28, 79], "get": [0, 22, 75, 88, 89, 96], "gifu": [23, 60], "git": 10, "github": [0, 3, 10, 81, 86, 96], "gitlab": 84, "give": [61, 86], "given": 98, "global": [8, 12, 15, 18, 22, 23, 29, 36, 37, 38, 48, 60, 66, 68, 75, 77, 80], "globe": [21, 30, 36, 64], "gnome": 52, "go": [75, 97], "goal": [1, 6, 34, 60, 80, 81, 93, 98], "goe": [10, 85], "goggin": 28, "good": [32, 39, 40, 50, 88], "googl": [22, 29, 60], "gov": 45, "govern": [2, 4, 5, 6, 22, 23, 29, 45, 51, 82, 85, 91, 92, 93, 94, 95, 96, 98, 99], "government": [3, 98], "grad": 86, "graduat": [86, 96], "grant": [0, 2, 3, 7, 86, 89, 97, 99], "graph": 90, "graphic": 59, "grappon": 93, "graviti": 96, "green": 51, "greg": 95, "ground": 90, "group": [0, 9, 10, 28, 29, 35, 54, 56, 60, 72, 76, 81, 82, 84, 85, 87, 89], "grow": [4, 32, 88, 89, 91, 92, 93, 94, 95, 96, 97, 98, 99], "growth": [2, 22, 41, 82, 87], "gt": 78, "guarante": 34, "guest": 75, "guid": [4, 5, 6, 19, 34, 35, 42, 47, 85, 88, 89], "guidanc": [80, 90], "guidelin": [6, 18, 69, 77, 87], "gump": 29, "guss": 29, "gw": 77, "gwu": 77, "h": 29, "ha": [3, 4, 5, 20, 22, 23, 26, 29, 35, 45, 50, 51, 55, 66, 75, 76, 79, 84, 87, 92, 99], "hackathon": [33, 93], "had": 75, "hadoop": 22, "handbook": 69, "happi": 10, "hard": [79, 97], "hardwar": [6, 85], "harvard": [9, 60], "hasn": 75, "hauer": 29, "have": [3, 4, 5, 6, 7, 9, 10, 17, 22, 28, 33, 35, 63, 71, 74, 76, 79, 82, 96, 98], "he": [0, 10, 96], "heali": 81, "health": [28, 82, 92], "healthcar": 20, "healthi": 44, "heart": 10, "heavier": 92, "heavili": 43, "held": [0, 3], "helio": [35, 75, 77, 80, 82, 85, 86, 88, 96, 97, 98], "help": [8, 23, 27, 47, 49, 63, 65, 69, 75, 80, 81, 85, 86, 87, 88, 89, 94, 96, 97, 98], "hemispher": 52, "here": [0, 3, 9, 10, 22, 28, 73, 75, 80, 87, 91, 93, 94, 95, 96, 98], "herein": 0, "herenga": 9, "herv\u00e9": 60, "hewlett": 29, "hi": 75, "hidden": 8, "high": [4, 14, 20, 26, 31, 40, 82, 87, 90], "higher": [4, 5, 6, 88, 99], "highli": 87, "highlight": [75, 88], "hire": [89, 97], "histor": 75, "histori": [10, 75], "hodson": 80, "hold": [0, 10, 24, 68], "holden": 86, "home": 60, "homepag": [3, 28, 39, 54, 74], "hongbo": 75, "honor": 85, "hope": 9, "hopkin": [30, 75, 79], "hospit": 2, "host": [9, 13, 28, 33, 52, 54, 71, 72, 79, 81, 82, 91, 93], "hous": [91, 99], "how": [29, 35, 67, 75, 88, 89, 96, 98], "howev": 52, "howison": 97, "html": [76, 94], "http": [0, 2, 19, 21, 22, 24, 26, 28, 31, 32, 36, 39, 42, 44, 45, 47, 48, 49, 54, 56, 66, 67, 75, 76, 77, 78, 80, 81, 82, 83, 84, 85, 86, 88, 89, 94, 96, 98, 99], "hub": [60, 66, 88, 97, 99], "hubbl": 64, "huge": 16, "hugh": 75, "human": [1, 17, 18, 33, 36, 50], "hyperconnector": 9, "i": [0, 1, 2, 3, 4, 6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 52, 53, 54, 55, 56, 57, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 77, 79, 80, 81, 82, 83, 85, 86, 87, 88, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99], "ibm": 22, "ict": [1, 87], "idea": [61, 88], "ideal": 10, "ident": 82, "identifi": [6, 72, 91, 92, 93, 94, 95, 96, 99], "ieee": 35, "igda": 85, "ih": [4, 5, 6], "illustr": 80, "imag": 29, "immedi": 16, "immers": 85, "impact": [4, 6, 13, 14, 22, 46, 52, 75, 76, 77, 78, 80, 82, 85, 87, 98], "implement": [7, 23, 40, 42, 47, 57, 60, 77, 85], "import": [10, 17, 19, 50, 72], "importantli": 6, "improv": [1, 6, 19, 23, 27, 28, 39, 42, 57, 58, 61, 63, 65, 67, 71, 72, 88, 99], "inbound": 87, "includ": [1, 4, 5, 6, 7, 9, 19, 22, 23, 28, 29, 30, 33, 43, 44, 48, 50, 56, 60, 62, 64, 67, 68, 71, 72, 73, 74, 76, 79, 81, 82, 85, 88, 90, 93, 97, 98, 99], "inclus": [4, 6, 10, 14, 36, 49, 69, 83, 88, 99], "incomplet": 3, "incorpor": [10, 87], "increas": [18, 82, 85], "incub": [21, 23, 96], "independ": [2, 4, 5, 6], "index": 94, "indian": [4, 5, 6], "indirectli": [18, 32, 34], "indispens": [47, 69], "individu": [2, 22, 23, 30, 49, 65, 72, 83], "industri": [3, 10, 13, 28, 51, 52, 67, 76, 82, 83, 85, 87, 90, 96, 98, 99], "infer": [40, 66], "influenc": [8, 96], "info": [22, 23, 29, 30, 54, 60], "inform": [1, 2, 4, 6, 7, 9, 10, 15, 16, 22, 23, 24, 28, 32, 36, 44, 46, 48, 56, 60, 66, 67, 70, 75, 76, 80, 84, 86, 87, 88, 89, 91, 93, 94, 95, 96, 97], "infrastructur": [1, 11, 23, 35, 40, 43, 46, 54, 63, 65, 75, 85, 97, 98, 99], "infring": 87, "initi": [3, 4, 11, 15, 22, 23, 29, 33, 35, 41, 48, 60, 67, 72, 75, 77], "innersourc": 35, "innov": [4, 5, 6, 12, 14, 20, 29, 31, 32, 36, 41, 44, 45, 77, 83, 87, 90, 95, 96, 98], "input": 4, "inquiri": [22, 23, 29, 30, 60, 88], "insight": [23, 60, 76], "inspect": 47, "inspir": 55, "instanc": 79, "institut": [2, 3, 4, 5, 6, 9, 16, 22, 23, 29, 30, 33, 35, 60, 64, 72, 73, 75, 79, 81, 88, 91, 96, 97, 98, 99], "institution": 84, "instruct": [4, 5, 6, 10, 68, 93], "instructor": 83, "instrument": 87, "integr": [5, 14, 22, 23, 33, 56, 60, 62, 70, 71], "intellectu": 14, "intellig": [13, 50, 56], "intend": [52, 55, 61], "interact": [7, 11, 42, 53, 66, 71, 96], "interdisciplinari": [87, 91, 97, 98], "interest": [0, 7, 8, 9, 10, 60, 63, 72, 84], "interfac": [11, 61, 62, 66], "interior": [4, 5, 6], "interm": 89, "intern": [4, 5, 6, 14, 24, 33, 38, 57, 79, 85, 87], "internet": [29, 32, 44], "internship": [52, 75, 78], "interoper": [23, 25], "interpol": 62, "introduc": [78, 85], "invalu": 9, "invest": [35, 43, 79, 87, 89, 95], "investig": [12, 92], "invit": [6, 8], "involv": [0, 22, 23, 30, 40, 58, 79, 81], "io": [74, 81, 84, 86, 96], "ip": 87, "ipython": 53, "ireland": 81, "irish": 81, "ischool": 97, "isn": 10, "issep": 83, "issn": 39, "issu": [0, 6, 10, 14, 90], "its": [8, 10, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 29, 34, 36, 37, 38, 40, 41, 42, 43, 45, 47, 50, 56, 57, 58, 60, 63, 64, 66, 67, 68, 70, 75, 80, 82, 84, 85, 87, 96, 97], "itself": [14, 19, 40], "j": 29, "jacek": 87, "jacob": [51, 85], "jame": [64, 96, 97], "januari": [5, 6], "jan\u00e9": 95, "japan": [23, 60], "jarrod": 91, "jean": 22, "jeff": [22, 83], "jeffrei": 78, "jennif": 97, "jhu": 80, "jiang": 22, "jirsa": 22, "job": 88, "john": [29, 30, 75, 79, 90, 98], "johnson": 29, "join": [10, 60, 75], "joint": 97, "jointli": 98, "jonathan": 95, "journal": [14, 16, 20, 31], "juan": 79, "julia": 35, "jupyt": [0, 10, 35, 46], "jupyterhub": 53, "jupyterlab": 53, "just": [10, 40], "justifi": [4, 5, 6], "justin": [22, 92], "kanchana": 22, "karen": 52, "kate": 86, "kaze": 60, "keep": [9, 82], "kei": [21, 25, 29, 57, 64, 85, 97, 99], "kendal": 98, "kind": 85, "kingdom": 13, "kitting": 99, "know": [9, 10, 88, 96, 97], "knowledg": [12, 13, 18, 19, 29, 31, 32, 36, 38, 72, 82, 83, 84, 87, 90, 91, 92, 93, 94, 95, 96, 98], "known": [6, 22, 44, 71, 96], "kress": 29, "kyle": 99, "kyoto": 23, "l": 22, "lab": [3, 5, 10, 50, 82, 88], "laboratori": [2, 4, 5, 6, 72], "lack": [2, 6], "lanc": 82, "landgrant": 98, "landscap": [3, 6, 10, 94, 95], "languag": [6, 35, 53, 54, 59, 66], "laptop": 85, "larg": [10, 26, 74], "larger": [4, 74], "largest": [18, 20], "last": [2, 22, 75], "late": 52, "later": 60, "latest": [4, 5, 6], "launch": [80, 85, 88, 90, 99], "law": [29, 32], "layer": [7, 10], "lead": [15, 24, 32, 36, 69, 85, 86, 87], "leader": [23, 82, 85, 96], "leadership": 22, "learn": [10, 23, 24, 29, 47, 53, 56, 60, 67, 87, 88, 96, 99], "least": 9, "lectur": 97, "led": [22, 29, 51, 60, 70, 97], "lee": 60, "legal": [21, 23, 29, 41, 63, 84, 87], "lero": [30, 79, 90], "less": 10, "lesson": 93, "let": 96, "level": [21, 22, 23, 40, 78, 89, 96], "leverag": [4, 58, 75, 89, 96, 97], "leveragg": 96, "levin": 29, "liais": 90, "liaison": 87, "liberti": 32, "librari": [10, 21, 24, 29, 42, 56, 57, 60, 62, 68, 74, 75, 77, 78, 79, 80, 81, 89, 92, 93, 94, 95, 97, 98, 99], "licenc": 87, "licens": [29, 34, 76, 81, 85, 87, 88, 90, 94], "lieggi": 96, "life": 35, "lifecycl": [1, 78, 82], "light": 34, "like": [5, 9, 10, 11, 22, 23, 29, 35, 46, 48, 60, 62, 82, 85], "limerick": 81, "limit": [1, 4, 6, 9, 85], "linear": 62, "link": [10, 35, 52, 60, 74, 75, 76, 77, 78, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 91, 92, 93, 94, 95, 96, 97, 98, 99], "linkedin": 9, "linux": [28, 35, 52, 82, 85], "lippert": 77, "list": [3, 4, 5, 6, 10, 22, 39, 46, 60, 79, 89], "listen": [75, 88], "literaci": [31, 96], "littauer": [0, 9, 10, 30, 51], "liu": 78, "live": [19, 52], "llp": 29, "llvm": 40, "lo": [30, 79], "local": [2, 4, 5, 6, 40, 77, 98, 99], "locat": [4, 5, 6, 10, 82], "lodestar": 7, "logician": 13, "long": [6, 10, 23, 52, 67, 76], "look": [7, 10, 35], "loos": 0, "lorena": 77, "loui": [30, 79], "lovel": 96, "lower": 88, "lui": 74, "luxembourg": [30, 79], "m": 83, "macarthur": 29, "machin": 56, "machineri": 35, "made": [33, 66], "madison": [30, 79], "mai": [2, 4, 5, 6, 10, 72], "mail": [22, 60], "main": [3, 10, 51], "mainstream": 70, "maintain": [5, 22, 29, 31, 58, 61, 74, 75, 78, 85, 86, 88, 99], "mainten": [2, 57, 71, 74], "major": [22, 74, 99], "make": [9, 10, 29, 38, 43, 55, 56, 62, 64, 68, 69, 80, 88, 89, 98, 99], "maker": 82, "maltzahn": 96, "manag": [1, 6, 22, 23, 27, 40, 54, 60, 64, 72, 75, 76, 78, 80, 81, 82, 87, 99], "manchest": 65, "mani": [5, 9, 10, 18, 21, 22, 50, 54, 62, 63], "manner": 10, "manufactur": 6, "map": 74, "market": [5, 96], "maryland": 60, "massachusett": 22, "materi": [6, 29, 43, 60, 84, 87, 88, 89, 94], "mathemat": [47, 62, 98], "mathematician": 13, "mathia": 83, "matplotlib": [35, 62], "matric": 47, "matt": [28, 79], "matter": 87, "matur": 6, "maxim": [75, 77], "maximum": [4, 6], "maynooth": 81, "mc": 66, "mcgovern": 29, "mclean": 22, "mean": [10, 69, 92], "meaning": [6, 88], "meant": [5, 10], "meanwhil": 96, "mechan": 7, "media": 29, "medicin": 2, "meet": [10, 18, 23, 66], "megan": 80, "mellon": [0, 22, 30, 79], "meluso": 98, "member": [4, 5, 6, 15, 18, 23, 24, 27, 33, 63, 66, 72, 75, 76, 77, 78, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99], "membership": [30, 31, 60], "mention": 13, "mentor": 49, "mentorship": 96, "merz": 92, "method": [8, 10, 12, 89], "methodologi": [6, 8, 18, 21, 58, 60], "metric": 28, "mhz": 29, "michael": [85, 97], "michelson": 29, "michigan": 23, "microbi": 20, "microbiolog": 20, "microbiologi": 35, "microconfer": 23, "microcredenti": 29, "microsoft": [22, 29], "mid": 52, "midland": 81, "midwest": 81, "migrat": 23, "miller": 75, "millman": 91, "minor": [85, 94], "mint": 39, "mission": [11, 14, 29, 30, 33, 36, 43, 46, 53, 55, 64, 71, 72, 83, 85, 87, 90, 96, 97, 99], "missouri": 28, "mit": [0, 22, 29], "mitchel": 94, "mitig": 6, "mix": 28, "ml": 1, "mobil": 90, "model": [1, 12, 16, 32, 66, 80], "moder": 87, "modern": 2, "modifi": [34, 47], "molecular": 35, "molssi": 35, "moment": 10, "monei": 89, "monitor": 1, "month": [6, 52], "monthli": 60, "more": [0, 1, 5, 10, 12, 22, 23, 29, 35, 43, 44, 46, 48, 55, 56, 60, 62, 68, 69, 70, 71, 81, 82, 87, 88, 89, 91, 93, 94, 95, 96, 97], "morrel": 60, "most": [2, 39, 44, 52, 80], "movement": [19, 29, 34, 72], "mozilla": 29, "multi": [47, 96], "multimedia": 29, "multipl": [19, 40, 60], "munster": 81, "museum": [4, 5, 6, 29], "must": [2, 4, 5, 6], "m\u00e9nager": 60, "n": [1, 7], "nagoya": 23, "name": [9, 13, 70], "nasa": [35, 64], "nasem": 85, "nation": [4, 5, 6, 13, 23, 38], "nativ": [4, 5, 6], "natur": [47, 69, 99], "navig": 10, "nearbi": 78, "nebraska": [28, 29, 79], "necessari": [41, 63, 68, 87], "necessarili": 5, "need": [2, 5, 23, 74, 86, 91, 92, 96], "net": 60, "network": [1, 7, 10, 30, 48, 77, 89, 90, 91, 92, 93, 94, 95, 96, 97], "never": 9, "new": [5, 7, 23, 59, 64, 72, 78, 82, 85, 90, 93, 96, 98], "newel": 97, "next": [6, 96], "nft": 1, "nicholson": 54, "nine": 85, "ning": 22, "nitz": 89, "nolan": 85, "non": [2, 4, 5, 6, 11, 14, 18, 22, 23, 29, 34, 35, 46, 48, 50, 63], "nonprofit": [17, 32, 41], "northern": 52, "notabl": [22, 23, 60], "note": [8, 29, 35, 51], "notebook": [0, 10, 53], "novel": [1, 7], "novemb": [4, 99], "now": [35, 96], "nsf": [3, 98], "number": 0, "numer": [16, 22, 23, 40, 62], "numfocu": 35, "numpi": [35, 46, 62], "nurtur": [27, 89], "nutur": [], "o": [88, 95], "object": [5, 6, 10, 24], "observatori": [4, 5, 6], "ocean": 4, "oct": 98, "octob": [2, 51], "oer": 29, "ofac": 2, "off": 87, "offer": [4, 16, 23, 42, 51, 59, 68, 71, 82], "offic": [2, 10, 22, 30, 51, 75, 76, 77, 78, 79, 80, 81, 83, 84, 85, 87, 89, 90, 91, 96, 97, 98, 99], "office365": 23, "offici": [21, 23, 42, 48, 56, 60], "ofilibr": 84, "often": [2, 24, 35], "ofter": 9, "okf": 48, "okfn": 48, "omaha": 29, "one": [0, 8, 9, 14, 18, 20, 51, 72, 74, 86, 88, 89, 96, 97, 99], "ones": 6, "ongo": [22, 67, 69, 85], "onli": [0, 1, 2, 4, 5, 6, 10, 21, 25, 52], "onlin": [31, 61, 89], "onofr\u00e9": 22, "ooen": 85, "open": [0, 2, 3, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 50, 51, 52, 53, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 66, 67, 68, 69, 70, 71, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99], "opencast": 23, "opencollect": 0, "opencoursewar": 29, "openli": [18, 63], "openlifesci": 49, "openr": 85, "opensourc": [83, 88, 89, 97], "opensourceconnector": 98, "openworkdefinit": 85, "oper": [1, 2, 12, 23, 41, 47, 75], "opinion": 0, "opportun": [8, 23, 44, 83, 97, 99], "oppos": 9, "opso": [76, 89], "optim": 62, "option": [10, 16, 22, 40, 84], "order": [6, 9, 10, 57, 70, 97], "ordin": 87, "oregon": 79, "org": [0, 9, 10, 15, 19, 21, 22, 23, 24, 26, 29, 30, 31, 32, 36, 39, 42, 44, 47, 48, 49, 56, 66, 67, 82], "organ": [0, 2, 4, 5, 6, 9, 10, 12, 14, 15, 17, 18, 19, 20, 22, 23, 27, 29, 31, 32, 33, 34, 36, 37, 43, 44, 46, 51, 55, 57, 60, 61, 63, 67, 68, 70, 71, 73, 74, 82, 85, 90, 97, 98], "organis": [65, 72], "organiz": [72, 77, 88], "orient": [87, 90], "origin": [7, 8, 60, 85], "orso": 78, "os": [3, 5], "osf": 77, "osi": [29, 79, 85], "osl": 82, "ospo": [9, 10, 28, 30, 35, 75, 76, 77, 78, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99], "oss": [10, 76, 81, 86, 88, 89, 92, 96], "osuosl": 82, "other": [0, 5, 7, 9, 10, 22, 28, 40, 60, 64, 72, 83], "our": [8, 30, 72, 85, 88, 89, 92, 98, 99], "out": [7, 22, 28, 29, 33, 53, 64, 96, 97], "outbound": 87, "outcom": 1, "outer": 33, "outlin": [8, 25, 53], "outreach": [60, 78, 89, 91, 93, 99], "outreachi": 35, "outsid": [72, 96], "over": [5, 6, 18, 29, 63], "overal": 71, "overse": [22, 75, 81, 99], "own": [3, 35], "p": [0, 3, 28, 30, 75, 77, 80, 85, 86, 88, 92, 96, 97, 99], "packag": [25, 26, 40, 43, 47, 55, 59, 74], "page": [0, 6, 8, 9, 10, 22, 29, 35, 51, 76], "pai": [16, 74], "paid": 52, "pamela": 92, "panda": [46, 62], "paper": [39, 56], "pappg": [4, 5, 6], "paradigm": 1, "paragraph": 9, "parallel": 40, "parent": 44, "parham": 78, "part": [0, 2, 10, 54, 62, 64, 69, 72, 88, 89, 91, 92, 93, 94, 95, 97], "parti": 87, "partial": 28, "particip": [4, 17, 22, 23, 26, 27, 49, 60, 67, 80, 97, 99], "particular": [3, 61], "particularli": [8, 63], "partner": [23, 41, 82, 87, 90, 98, 99], "partnership": [13, 22, 78, 82, 83, 87, 90, 94, 96, 98, 99], "passion": [4, 5, 6], "past": 60, "pasteur": 60, "patent": [32, 76], "pathwai": [95, 97], "patrick": [29, 81], "peer": [26, 39, 55], "penn": [79, 83], "peopl": [0, 10, 14, 19, 37, 52, 72, 97], "per": [4, 5, 6, 7, 12, 21, 32, 33, 36, 70, 85], "perfect": 40, "perform": [4, 5, 6, 40, 90], "period": 9, "perman": 9, "permit": [2, 6, 47], "person": [9, 10, 51, 97], "personnel": [30, 75, 76, 77, 78, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99], "peter": 92, "ph": [83, 86], "phase": 4, "phd": [9, 75, 96], "philanthropi": 85, "philbrick": 99, "philip": 9, "philip_durbin": 9, "philosophi": [14, 24, 42], "php": 54, "physic": [35, 89], "physicist": 18, "pi": [89, 97], "piec": 97, "pilot": 92, "pioneer": 5, "place": [17, 31], "plai": [15, 36, 40, 42, 43, 48, 58, 65, 71, 87], "plan": [4, 5, 6, 38, 61, 85, 93], "planet": 33, "platform": [1, 5, 6, 8, 14, 23, 31, 36, 38, 67, 71, 81], "player": [25, 99], "pleas": [0, 3, 8, 9, 10, 29, 30], "plucinski": 87, "pmc": 22, "podcast": [0, 9], "point": [10, 87, 98], "pointer": 6, "polar": 4, "polici": [4, 5, 6, 10, 17, 37, 50, 60, 71, 75, 76, 77, 79, 81, 82, 85, 87, 98], "polit\u00e9cnica": 23, "pollin": 85, "pool": 82, "portal": 33, "pose": [3, 4], "posit": [34, 98, 99], "possibl": [3, 7, 85], "post": 98, "postdoc": [89, 96], "postgradu": 8, "potenti": [6, 8, 9, 49, 87, 96], "power": [40, 47, 62, 80, 99], "pr": [9, 10], "practic": [4, 14, 18, 19, 22, 49, 55, 57, 60, 69, 71, 76, 77, 78, 80, 83, 84, 85, 86, 88, 89, 95, 96, 97, 98, 99], "practiction": 10, "practition": [10, 99], "pradeepika": 22, "pre": [7, 19, 97], "premier": [24, 64], "premis": 65, "presenc": 88, "present": 60, "preserv": [1, 32, 36, 60], "presid": 96, "press": 29, "preval": 42, "previou": 49, "previous": 3, "primari": 60, "primarili": [29, 32, 45, 56, 85, 88], "princip": 92, "principl": [4, 11, 13, 16, 19, 22, 27, 32, 33, 34, 44, 57, 83, 90, 91], "priorit": 88, "prioriti": 99, "privaci": [1, 7, 8, 32], "privacyco": 8, "privat": [2, 3, 7, 29], "proactiv": 6, "probabilist": 66, "problem": [13, 80, 98], "procedur": [4, 5, 6], "process": [2, 6, 11, 24, 25, 26, 39, 40, 55, 58, 63, 64, 71, 75, 77, 84, 87], "produc": [84, 88], "product": [1, 5, 6, 21, 80, 82, 90], "profess": [24, 72], "profession": [4, 5, 6, 19, 20, 27, 28, 31, 36, 58, 89], "professor": [75, 83, 89], "profici": 68, "profil": [1, 9], "profit": [2, 4, 5, 6, 11, 14, 18, 22, 23, 29, 34, 35, 44, 46, 48, 50, 63], "progam": 98, "program": [2, 4, 5, 6, 10, 16, 23, 30, 34, 40, 41, 45, 49, 51, 53, 59, 64, 68, 75, 78, 79, 80, 83, 85, 86, 88, 89, 91, 97, 99], "programm": [65, 81], "progress": 65, "project": [2, 4, 5, 6, 7, 9, 10, 11, 21, 22, 23, 25, 26, 35, 38, 41, 42, 44, 45, 46, 48, 50, 59, 60, 63, 67, 69, 73, 78, 82, 83, 85, 87, 88, 89, 92, 96, 97, 98, 99], "promin": 46, "promot": [8, 12, 13, 14, 15, 17, 18, 20, 21, 22, 24, 25, 26, 29, 31, 32, 33, 34, 37, 41, 42, 43, 44, 46, 48, 49, 55, 57, 58, 59, 62, 63, 64, 66, 69, 70, 71, 77, 80, 81, 82, 83, 84, 89, 90, 91, 93, 96, 97, 98, 99], "proper": [70, 87], "propos": [1, 2, 4, 5, 7, 8], "protect": [21, 29, 32], "protocol": [1, 3], "prototyp": [7, 86], "proudli": [29, 30], "provid": [2, 4, 5, 6, 8, 10, 12, 14, 15, 16, 18, 19, 21, 22, 23, 24, 25, 26, 29, 40, 41, 43, 46, 47, 49, 50, 52, 53, 56, 57, 61, 62, 63, 64, 66, 69, 71, 76, 77, 79, 80, 82, 85, 86, 87, 89, 92, 96, 97, 99], "provis": 90, "psf": 35, "psu": 83, "psycholog": 35, "psychologi": 19, "public": [2, 6, 14, 16, 18, 24, 26, 31, 32, 33, 38, 45, 48, 50, 84, 87], "publicli": [9, 10, 79], "publish": [12, 24, 39, 50, 89, 97], "pueblo": [4, 5, 6], "pull": 10, "purpos": [2, 85, 97], "pursuant": [4, 5, 6], "pycon": 54, "pyopensci": 35, "python": [25, 35, 42, 47, 55, 56, 62], "pytorch": 35, "p\u00e9rez": 91, "qualifi": 87, "qualiti": [5, 6, 8, 20, 39, 55, 58, 61, 71, 87], "queri": 90, "question": [7, 98], "r": [59, 87], "radio": 90, "rahaman": 78, "rais": [72, 75, 76, 78, 99], "ran": [51, 90, 96], "rang": [13, 21, 22, 25, 29, 31, 40, 47, 60, 61, 66, 87, 91], "rather": [5, 6], "rda": 35, "re": [7, 54], "reach": [0, 7, 22, 29, 88, 98], "read": [0, 60], "real": [7, 13, 86, 98], "realist": 6, "receiv": [5, 22], "recent": [88, 99], "reciev": 98, "recoalit": 29, "recogn": [4, 5, 6, 17], "recognit": [39, 57, 58, 71, 89], "recommend": 0, "recruit": 96, "redistribut": 34, "reduc": 50, "refer": [6, 37, 85, 87], "referenc": 31, "reflect": [0, 29, 60], "regard": 4, "region": [89, 98], "registr": 19, "registri": [60, 88], "regular": [10, 51], "regularli": 69, "regulatori": 1, "rei": 79, "relat": [3, 9, 15, 22, 24, 34, 38, 54, 63, 67, 68, 70, 81, 87, 91], "relationship": [3, 10, 45, 71, 81], "relax": 7, "releas": 45, "relev": [3, 9], "reli": 22, "reliabl": [26, 70, 74, 87, 88], "remain": [22, 37, 63], "remot": 52, "remov": 9, "renew": 7, "renown": 13, "replic": [4, 17, 49], "repo": 10, "report": [0, 18, 23], "repositori": [3, 4, 6, 10, 16, 60, 74, 87], "repres": [5, 19, 30, 85, 87], "represent": 42, "reproduc": [2, 4, 15, 18, 26, 53, 55, 57, 58, 59, 60, 63, 68, 69, 71, 88, 97], "request": 10, "requir": [6, 8, 39, 63], "resa": 35, "research": [2, 3, 4, 5, 6, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 22, 23, 24, 25, 26, 27, 29, 30, 31, 33, 35, 36, 38, 39, 45, 48, 49, 50, 53, 55, 56, 59, 60, 61, 63, 64, 65, 66, 67, 68, 69, 70, 75, 77, 78, 79, 80, 81, 84, 85, 86, 87, 88, 89, 90, 92, 96, 97, 98, 99], "researchcomput": [], "resili": 6, "resolv": 6, "resourc": [4, 5, 6, 10, 12, 14, 15, 17, 19, 20, 21, 22, 23, 24, 26, 29, 30, 37, 41, 43, 46, 47, 48, 56, 57, 60, 61, 62, 63, 64, 66, 67, 69, 76, 77, 80, 82, 85, 91, 92, 93, 94, 95, 96, 97, 98], "respect": [29, 87], "respons": [45, 69, 81], "restrict": 32, "result": [17, 85, 96], "retent": 89, "retir": 96, "retriev": 7, "retrospect": 36, "reus": 29, "reusabl": 60, "review": [26, 39, 55], "reward": 99, "reynold": 92, "rfa": 2, "rfp": 1, "rich": [22, 75], "richard": [0, 9, 10, 30, 51], "right": [8, 29, 32, 34, 35, 37, 96], "risk": [6, 87], "rit": 85, "roadmap": 69, "robert": 29, "robin": 77, "robust": 56, "rochest": [30, 79], "role": [15, 20, 36, 40, 42, 43, 45, 48, 58, 65, 71, 72, 87], "roll": 8, "rolodex": 9, "roman": 64, "ron": 78, "ropensci": [35, 55], "round": [88, 99], "rse": [35, 86], "run": [0, 30, 54, 64, 76, 98], "russel": 22, "rust": 54, "s2u": 23, "saarland": 9, "safe": [3, 23, 50], "safeguard": [63, 87], "safeti": 50, "sai": 9, "saint": [30, 79], "sakai": 23, "same": 3, "samuel": [8, 29], "san": [30, 79], "sanction": 2, "sander": 22, "sandler": 52, "santa": [30, 79], "satellit": [38, 90], "saye": [0, 75], "sbir": 5, "scalabl": 23, "scale": [4, 75, 77], "schedul": 52, "scholarli": [17, 85], "scholarship": [77, 85, 86, 93, 97], "school": [75, 82, 89, 97], "schopf": 97, "schulman": 83, "scicodes1": 60, "scienc": [2, 3, 10, 13, 16, 17, 19, 20, 21, 24, 29, 31, 32, 33, 38, 44, 46, 48, 52, 53, 55, 59, 60, 62, 68, 69, 71, 75, 81, 82, 85, 86, 88, 91, 92, 93, 97, 98, 99], "scientif": [2, 3, 4, 5, 6, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 25, 26, 31, 32, 33, 34, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 53, 55, 56, 57, 58, 59, 60, 61, 62, 63, 65, 66, 67, 68, 69, 70, 71, 78, 88], "scientist": [14, 15, 21, 31, 64, 69, 96], "scipi": 35, "scope": [4, 7, 91], "seaman": 89, "seamlessli": 60, "sean": 28, "search": 60, "secretari": [4, 5, 6], "section": 6, "sector": [23, 29, 62, 82], "secur": [1, 50, 74, 87], "sedor": 89, "see": 98, "seed": [5, 89], "seek": [4, 5, 10, 11, 19, 57], "select": [81, 88, 99], "self": 92, "sell": 74, "seminar": 89, "send": 10, "separ": 3, "septemb": [5, 89], "seri": 97, "serv": [4, 21, 24, 60, 66, 67, 85, 86, 87, 98], "server": [21, 22], "servic": [10, 22, 29, 61, 75, 79, 80, 82, 85, 86, 87, 90, 92, 97], "set": [0, 5, 6, 23, 79, 81, 86], "sever": [10, 13, 25, 28, 33, 51, 53, 73, 75, 96], "sfi": 81, "sgci": 35, "shane": 22, "shannon": 81, "shape": [8, 96], "share": [4, 12, 13, 18, 19, 20, 23, 29, 32, 36, 38, 42, 44, 48, 50, 53, 60, 61, 67, 75, 76, 78, 80, 83, 87, 88, 89, 91, 92, 93, 94, 95, 96, 97, 98, 99], "she": 52, "shell": 40, "shenski": 97, "sheridan": 80, "should": [5, 6], "show": 24, "showcas": 45, "shown": [9, 71, 86], "showyourwork": 60, "siegel": 29, "sig": 85, "signific": [36, 40, 45, 50, 56], "significantli": 58, "similar": [4, 5, 6, 29, 60, 96], "simpl": [9, 10], "simplifi": 11, "sinc": 74, "singl": [7, 10, 87], "site": [0, 51], "situat": [85, 97], "six": [88, 99], "size": [4, 6], "skill": [49, 68, 83, 87, 97], "slack": 0, "sloan": [0, 3, 28, 30, 75, 77, 80, 85, 86, 88, 89, 92, 96, 97, 99], "slu": 86, "small": [4, 5, 6], "smaller": 4, "smart": 1, "snt": [30, 79], "so": [9, 10, 63, 79, 97], "social": [9, 75, 76, 77, 80, 90], "societ": [6, 14], "societi": [4, 5, 6, 13, 19, 24, 29, 35, 71, 84], "socio": 6, "softwar": [1, 2, 4, 6, 9, 10, 12, 15, 17, 19, 22, 23, 26, 28, 29, 33, 44, 45, 46, 47, 49, 52, 55, 59, 60, 61, 62, 64, 66, 67, 68, 75, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 93, 96, 97, 98, 99], "sole": 44, "solicit": [1, 4, 5, 6], "solut": [15, 23, 58, 82, 89, 90], "solv": [13, 80, 98], "some": [9, 10, 16, 23, 29, 60, 73, 79], "someon": 9, "someth": 10, "sometim": 10, "soon": 0, "sophist": 66, "sort": [3, 35], "sound": 29, "sourc": [0, 2, 3, 4, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 66, 67, 68, 69, 70, 71, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99], "south": 81, "southampton": 65, "southern": 52, "space": [0, 10, 17, 35, 38, 79, 97], "spaceflight": 33, "span": 23, "spark": 22, "special": [4, 5, 6, 10, 61], "specialist": 99, "specif": [1, 3, 4, 5, 13, 18, 25, 54, 61, 96], "specifi": 66, "spectrum": 4, "speed": 56, "spin": 87, "spinout": 90, "spirit": 31, "split": [3, 96], "sponsor": [0, 22, 63, 96, 98], "spread": 88, "spreadsheet": 60, "sr": 90, "ssi": [65, 70], "stack": 62, "staff": [10, 23, 29, 77, 79, 80, 84, 85, 87, 97], "stage": 49, "stahmer": 92, "stai": [46, 63], "stakehold": [5, 57, 67, 81, 84, 90, 96, 99], "stand": [23, 28, 79], "standard": [18, 22, 26, 31, 37, 41, 50, 53, 60, 83], "stanford": [30, 79], "start": [9, 10, 77, 99], "state": [2, 4, 5, 6, 16, 19, 33, 60, 79, 83, 99], "statement": 83, "static": 42, "statist": [7, 26, 59, 66], "statu": [6, 98], "stem": 27, "step": 96, "stephani": 96, "stephen": 85, "steward": 21, "stewart": 29, "stipend": 22, "storag": 1, "stori": 49, "strateg": [76, 87, 99], "strategi": [6, 90, 96, 99], "strauss": 29, "streamlin": 76, "strengthen": [4, 37, 91, 92, 93, 94, 95, 96], "strictli": 27, "striker": 22, "strive": [43, 72], "strong": [4, 5, 6, 26, 57, 68, 77], "structur": [10, 47, 79, 91, 92, 93, 94, 95, 96], "stsci": 35, "sttr": 5, "student": [8, 10, 22, 29, 52, 61, 75, 77, 78, 79, 80, 83, 85, 86, 89, 96, 97], "studi": [10, 27, 31, 34, 66, 69, 70, 89], "st\u00e9fan": 91, "su": 89, "sub": [4, 5, 6], "subject": [4, 5, 6, 52, 89], "submiss": 6, "submit": [2, 4, 5, 6, 39], "subproject": 54, "subscrib": 16, "subscript": 39, "subset": 3, "substanti": 6, "success": [22, 41, 49, 76, 80, 96], "successfulli": 96, "suffici": 7, "suggest": [10, 13], "suit": 23, "sum": 97, "summer": [22, 52, 78], "summit": 85, "super": 97, "support": [2, 3, 4, 5, 12, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 29, 30, 31, 32, 33, 34, 36, 41, 44, 46, 48, 53, 57, 59, 60, 63, 65, 66, 70, 72, 75, 76, 77, 78, 80, 82, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99], "surround": 98, "susan": 78, "sustain": [0, 5, 9, 10, 22, 23, 35, 41, 46, 55, 60, 61, 67, 80, 81, 92, 95, 99], "sustainoss": [0, 9, 10, 35, 85], "sympi": 62, "syntax": 40, "syr": 89, "syracus": [30, 79], "system": [1, 6, 7, 22, 23, 41, 52, 55, 82, 87, 90, 96, 98], "t": [10, 13, 29, 32, 37, 75, 79], "tacc": 97, "tact": 23, "tailor": [23, 87], "take": [1, 6, 10, 35, 82], "taken": 3, "talent": [4, 87, 96], "talk": 9, "tap": 99, "target": [4, 6, 29, 78], "task": [10, 60, 62, 87], "taught": 79, "tcd": 90, "te": 9, "teach": [23, 53, 68, 75, 77, 83, 84], "team": [7, 10, 22, 66, 80, 87], "tech": [10, 22, 76, 78, 86], "technic": [6, 8, 40, 41, 52, 62, 79, 84, 87], "techniqu": 1, "technolog": [23, 36, 45, 81, 83], "technologi": [1, 5, 7, 11, 22, 23, 30, 32, 36, 38, 50, 60, 76, 79, 81, 82, 87, 89, 90, 96, 99], "telescop": 35, "tell": 10, "templat": 90, "tend": 3, "tenet": 44, "term": [6, 10, 34, 49, 67], "terminusdb": 90, "terrestri": 90, "test": 82, "texa": 79, "text": 29, "textbook": 29, "than": [10, 82, 97], "thank": 99, "thei": [0, 10, 13, 15, 17, 18, 19, 20, 24, 28, 31, 32, 33, 36, 38, 41, 44, 46, 48, 50, 51, 52, 54, 56, 58, 61, 63, 64, 68, 71, 74, 76, 90, 96, 97], "them": [6, 23, 63, 85], "themat": 92, "themselv": 72, "theoj": 39, "theoret": 7, "therebi": [12, 59], "thi": [1, 3, 4, 5, 7, 9, 12, 16, 17, 36, 38, 39, 40, 47, 49, 51, 55, 60, 69, 70, 79, 80, 82, 85, 92, 97], "thing": 85, "third": 87, "thoma": 75, "thorough": 6, "those": [0, 5, 7, 50, 72, 74, 82, 84, 98], "thought": 79, "threat": [6, 8], "three": [52, 85, 92], "thrive": [37, 83, 91, 92, 93, 94, 95, 96, 98], "through": [0, 4, 5, 6, 8, 13, 14, 15, 16, 17, 18, 20, 22, 23, 26, 28, 29, 31, 34, 36, 38, 41, 48, 49, 59, 60, 61, 65, 67, 68, 69, 76, 78, 80, 82, 83, 87, 88, 97, 98], "throughout": [78, 82, 86], "throughput": 26, "thu": [42, 43, 68], "thursdai": 10, "ti": 99, "tiernei": 90, "tim": 93, "time": [9, 40, 86], "titl": [], "todai": 49, "todd": 93, "todo": [35, 85], "togeth": [57, 67, 72, 78, 85, 89, 92, 96], "tom": 60, "tool": [2, 12, 18, 21, 22, 23, 26, 29, 37, 42, 45, 46, 47, 48, 49, 55, 56, 59, 60, 62, 63, 64, 66, 68, 69, 71, 76, 77, 80, 85, 86, 87, 89, 92, 96, 98], "top": 97, "top10vpn": 3, "topic": [9, 10, 23, 24], "total": [4, 5, 6, 88, 99], "touch": 0, "toward": [1, 4, 89, 92, 95], "town": 23, "toxic": 75, "track": 4, "tradit": [7, 16, 50], "train": [4, 5, 27, 41, 43, 49, 71, 77, 78, 84, 87, 92, 94, 95, 97], "transfer": [5, 76, 87, 89, 90, 96], "transform": [4, 5], "transit": [5, 89], "translat": [5, 75, 78, 80, 85], "transpar": [2, 14, 15, 18, 22, 26, 27, 29, 31, 32, 33, 34, 37, 44, 45, 48, 49, 57, 58, 63, 71, 88, 98], "treasuri": 2, "tribal": [4, 5, 6], "tribe": [4, 5, 6], "triniti": [30, 79, 81], "trust": [1, 4, 36, 87], "trustworthi": 87, "try": [5, 97], "tto": [76, 87], "tumad\u00f3ttir": 29, "ture": [3, 10, 35], "tutori": 56, "twitter": 60, "two": [3, 4, 5, 6, 60], "type": [5, 6, 40], "typic": 42, "u": [4, 5, 6, 10, 45, 75, 80, 85, 86, 88, 97, 99], "uarc": 75, "uc": [91, 92, 93, 94, 95, 96], "ucla": 93, "ucop": 96, "ucsc": 96, "ucsd": 94, "ue": 90, "uk": [35, 72], "ukri": 65, "umass": 79, "umbrella": 97, "uncov": 8, "under": [0, 3, 4, 16, 84], "undergo": 26, "underli": [75, 87], "underrepres": 4, "underrepresent": 52, "underscor": 22, "understand": [6, 10, 15, 17, 58, 65, 91, 92, 95], "undertak": 6, "unifi": [66, 97], "union": 35, "uniqu": 23, "unit": [2, 13, 16, 19, 97], "univers": [0, 1, 2, 9, 10, 13, 15, 22, 23, 28, 29, 30, 51, 60, 65, 72, 74, 78, 81, 85, 90], "universidad": 23, "unlock": 96, "unman": 33, "unrestrict": [32, 48], "unstructur": 79, "unsur": 10, "until": 51, "up": [0, 4, 5, 6, 7, 8, 9, 81, 86], "upcom": [46, 67], "updat": [38, 51, 69], "uphold": 12, "upon": [4, 5, 16, 39, 64], "uport": 23, "upskil": 49, "urjc": 84, "url": 6, "urssi": 35, "us": [2, 4, 5, 6, 7, 9, 17, 18, 21, 22, 23, 24, 25, 26, 27, 28, 29, 32, 33, 34, 37, 40, 42, 47, 49, 50, 53, 55, 57, 59, 62, 70, 71, 74, 76, 79, 80, 83, 85, 87, 89, 92, 96, 99], "usabl": [23, 28, 60, 61], "usag": [10, 40, 70, 79], "usd": [7, 8], "user": [5, 10, 11, 23, 26, 34, 37, 40, 42, 47, 56, 59, 62, 66, 67, 87, 93], "usrs": 35, "ut": [30, 97], "utexa": 97, "util": [4, 23, 60, 63], "uvm": 98, "uw": 99, "valencia": 23, "valid": 17, "valor": 87, "valu": [27, 69, 76, 80, 91, 92, 93, 94, 95, 96], "valuabl": 66, "van": 91, "vari": [23, 79], "varieti": [10, 22, 29, 33, 53, 59, 98], "variou": [18, 22, 23, 27, 31, 38, 41, 45, 46, 64, 67, 70, 81, 85], "vasilescu": 75, "vast": 66, "veloc": 88, "ventur": 5, "vermont": [30, 79], "version": 90, "verso": 98, "vessela": 92, "via": 96, "viabil": 67, "vibrant": [83, 99], "victoria": 9, "video": 23, "view": [0, 5], "villa": 74, "villag": [4, 5, 6], "virtual": [1, 60, 78], "visibl": 12, "vision": [22, 83], "visit": [7, 22, 23, 29, 44], "visual": [11, 42], "vital": [15, 65], "vladimir": 92, "voic": [14, 36], "voluntarili": 22, "vp": [85, 89], "vpr": 88, "vulner": 6, "w3": 98, "wa": [0, 3, 51, 52, 53, 60, 65, 74, 75, 86, 89, 90, 96, 98], "wai": [3, 10, 35, 46, 67, 85], "waka": 9, "walt": 91, "wang": 76, "want": 96, "washington": [30, 79], "we": [2, 7, 8, 10, 72, 80, 83, 85, 88, 97, 98], "web": [7, 22, 29, 44, 85], "web3": 3, "webb": 64, "websit": [9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 88], "week": 49, "welagedar": 22, "welcom": [0, 2, 10, 21, 72], "well": [1, 4, 5, 10, 22, 28, 40, 49, 84, 85, 87, 88, 90, 96, 98, 99], "wellington": 9, "were": [3, 89], "wg": 0, "what": [85, 88, 98], "whelan": 90, "where": [10, 33, 38, 42, 52, 59, 74, 83, 96, 97], "wherea": 5, "which": [4, 6, 7, 10, 14, 17, 18, 22, 23, 29, 32, 34, 35, 42, 50, 52, 53, 55, 57, 60, 62, 69, 71, 73, 74, 76, 79, 84, 97, 99], "while": [2, 9, 10, 14, 16, 18, 19, 29, 31, 32, 34, 37, 44, 50, 52, 56, 66, 82, 98], "who": [9, 10, 22, 58, 72, 79, 84, 92, 99], "whole": [10, 82], "why": [4, 5, 6, 10, 98], "wide": [2, 13, 14, 22, 23, 29, 47, 59, 60, 62, 70, 79, 89, 99], "wider": [16, 54, 72, 75, 86, 89], "widespread": 12, "wikipedia": 52, "willem": 22, "william": [29, 89], "willing": 9, "winter": 89, "wire": 97, "wisc": 99, "wisconsin": [30, 79], "within": [4, 5, 6, 10, 23, 30, 32, 41, 49, 72, 75, 80, 81, 82, 84, 85, 89, 90, 93, 96, 99], "without": [3, 9], "wong": 60, "wood": 29, "word": 5, "work": [0, 2, 6, 7, 9, 10, 23, 25, 28, 29, 31, 35, 37, 38, 48, 56, 58, 60, 62, 64, 69, 70, 71, 73, 74, 75, 76, 79, 80, 81, 82, 85, 87, 88, 89, 90, 96, 97, 98, 99], "worker": 86, "workflow": [60, 66, 81], "workplac": 98, "workshop": [60, 68, 71, 88, 89, 93, 98], "world": [13, 14, 18, 27, 32, 42, 65, 82, 86, 96], "worldwid": [22, 23, 29, 82, 86], "would": [3, 9, 34, 35, 51, 65, 85], "wrangl": 97, "write": [22, 72], "www": [19, 21, 24, 26, 31, 32, 36, 45, 75], "xert": 23, "ye": [75, 77, 78, 80, 81, 83, 84, 85, 86, 87, 88, 89, 90, 91, 93, 94, 95, 96, 97, 98, 99], "year": [4, 5, 6, 7, 52, 60, 75, 96, 97], "yet": [2, 35], "ying": 76, "you": [0, 7, 9, 10, 22, 35], "young": 78, "your": [8, 9, 10], "yourself": 9, "zach": 88, "zealand": 72, "zenodo": 60, "zuckerberg": [3, 29], "zuric": 76, "zurich": 79}, "titles": ["About", "Cisco Research Grants", "Chan Zuckerberg Initiative", "Funders", "NSF Geosciences Open Science Ecosystem (GEO OSE)", "NSF Pathways to Enable Open-Source Ecosystems (POSE)", "NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE)", "Protocol Labs Research", "Top10vpn Research Grant", "Individuals", "Open Source in Academia Map", "2i2c Overview", "Academic Data Science Alliance Overview", "Alan Turing Institute Overview", "American Association for the Advancement of Science (AAAS) Overview", "American Astronomical Society Overview", "American Chemical Society Overview", "American Geophysical Union (AGU) Overview", "American Physical Society (APS) Overview", "American Psychological Association (APA) Overview", "American Society for Microbiology Overview", "Apache Software Foundation Overview", "Apache Foundation Overview", "Apereo Foundation", "Association for Computing Machinery (ACM) Overview", "Astropy Overview", "Bioconductor Overview", "Center for Scientific Collaboration and Community Engagement (CSCCE) Overview", "CHAOSS", "Creative Commons Overview", "CURIOSS Overview", "Ecological Society of America Overview", "Electronic Frontier Foundation (EFF) Overview", "European Space Agency (ESA) Overview", "Free Software Foundation (FSF) Overview", "Communities and Organizations", "Institute of Electrical and Electronics Engineers (IEEE) Overview", "Internet Society (ISOC) Overview", "Japan Aerospace Exploration Agency (JAXA) Overview", "Journal of Open Source Software (JOSS)", "Julia Language Overview", "Linux Foundation Overview", "Matplotlib Overview", "Molecular Sciences Software Institute (MolSSI) Overview", "Mozilla Foundation Overview", "National Aeronautics and Space Administration (NASA) Overview", "NumFOCUS Overview", "NumPy Overview", "Open Knowledge Foundation Overview", "Open Life Science Overview", "OpenAI Overview", "OSPO++ Overview", "Outreachy", "Project Jupyter Overview", "Python Software Foundation (PSF)", "pyOpenSci Overview", "PyTorch Overview", "Research Software Alliance (ReSA) Overview", "Research Software Engineers (RSE) Overview", "rOpenSci Overview", "SciCodes", "Science Gateways Community Institute (SGCI) Overview", "SciPy Overview", "Software Freedom Conservancy Overview", "Space Telescope Science Insitute (STScI) Overview", "Software Sustainability Institute", "Stan Overview", "SustainOSS Overview", "The Carpentries Overview", "The Turing Way Overview", "UK Software Sustainability Institute Overview", "The US Research Software Sustainability Institute (URSSI)", "The United States Research Software Engineer Association (US-RSE)", "Service Providers", "Tidelift", "Carnegie Mellon University", "ETH Zurich", "George Washington University", "Georgia Institute of Technology", "Universities", "Johns Hopkins University", "Lero", "Oregon State University", "PennState", "Rey Juan Carlos University", "Rochester Institute of Technology", "Saint Louis University", "SnT, University of Luxembourg", "Stanford University", "Syracuse University", "Trinity College Dublin", "University of California Berkeley", "University of California Davis", "University of California Los Angeles", "University of California San Diego", "University of California Santa Barbara", "University of California Santa Cruz", "University of Texas Austin", "University of Vermont", "University of Wisconsin-Madison"], "titleterms": {"140": [], "2i2c": 11, "3": 1, "40": [], "The": [68, 69, 71, 72], "aaa": 14, "about": [0, 1, 2, 4, 5, 6, 7, 8], "academ": [12, 22, 23, 29, 60], "academia": 10, "acm": 24, "administr": 45, "advanc": 14, "aeronaut": 45, "aerospac": 38, "agenc": [33, 38], "agu": 17, "alan": 13, "allianc": [12, 57], "america": 31, "american": [14, 15, 16, 17, 18, 19, 20], "angel": 93, "aotearoa": 3, "ap": 18, "apa": 19, "apach": [21, 22], "apereo": 23, "applic": [1, 2, 4, 5, 6, 7, 8], "associ": [14, 19, 24, 72], "astronom": 15, "astropi": 25, "austin": 97, "award": [4, 5, 6], "barbara": 95, "berkelei": 91, "bioconductor": 26, "california": [91, 92, 93, 94, 95, 96], "carlo": 84, "carnegi": 75, "carpentri": 68, "center": 27, "chan": 2, "chaoss": 28, "chemic": 16, "cisco": 1, "code": 0, "collabor": [22, 23, 27, 29, 60], "colleg": 90, "common": 29, "commun": [27, 35, 61], "comput": 24, "conduct": 0, "conserv": 63, "contact": [22, 23, 29, 30, 60, 75, 76, 77, 78, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99], "context": [75, 77, 78, 80, 81, 82, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99], "contribut": 10, "core": [75, 76, 77, 78, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99], "creativ": 29, "criteria": [1, 2, 4, 5, 6, 7, 8], "cruz": 96, "cscce": 27, "curioss": 30, "current": 10, "data": 12, "davi": 92, "deadlin": [1, 2, 4, 5, 6, 7, 8], "descript": [75, 76, 77, 78, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99], "diego": 94, "disclaim": 0, "don": [], "dublin": 90, "ecolog": 31, "ecosystem": [4, 5, 6], "educ": 35, "eff": 32, "electr": 36, "electron": [32, 36], "elig": [1, 2, 4, 5, 6, 7, 8], "enabl": 5, "engag": 27, "engin": [36, 58, 72], "episod": [], "esa": 33, "estim": [4, 5, 6], "eth": 76, "european": 33, "explor": 38, "featur": 75, "fiscal": 35, "flow": [], "foundat": [21, 22, 23, 32, 34, 35, 41, 44, 48, 54], "free": 34, "freedom": 63, "frontier": 32, "fsf": 34, "full": 6, "fund": [0, 3], "funder": [3, 22, 29, 30, 60], "gatewai": 61, "gener": [75, 76, 77, 78, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99], "geo": 4, "geophys": 17, "georg": 77, "georgia": 78, "geoscienc": 4, "get": [], "govern": [0, 3], "grant": [1, 8], "hopkin": 80, "host": 35, "how": 10, "i": 5, "ieee": 36, "ii": 5, "individu": [3, 9], "inform": [], "initi": 2, "insitut": 64, "institut": [13, 36, 43, 61, 65, 70, 71, 78, 85], "internet": 37, "isoc": 37, "japan": 38, "jaxa": 38, "john": 80, "joss": 39, "journal": 39, "juan": 84, "julia": 40, "jupyt": 53, "knowledg": 48, "lab": [7, 79], "languag": 40, "leadership": 35, "lero": 81, "licens": 0, "life": 49, "linux": 41, "list": 9, "lo": 93, "loui": 86, "luxembourg": 87, "machineri": 24, "madison": 99, "maintain": [], "map": 10, "matplotlib": 42, "mellon": 75, "member": [22, 29, 30, 60], "membership": 23, "microbiologi": 20, "molecular": 43, "molssi": 43, "mozilla": 44, "name": [], "nasa": 45, "nation": [3, 45], "new": 3, "nsf": [4, 5, 6], "number": [4, 5, 6], "numfocu": 46, "numpi": 47, "object": [75, 76, 77, 78, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99], "open": [4, 5, 6, 10, 39, 48, 49], "openai": 50, "opportun": 3, "oregon": 82, "organ": 35, "os": [4, 6], "ospo": [51, 79], "other": [75, 77, 78, 80, 81, 82, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99], "outreachi": 52, "overview": [11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 66, 67, 68, 69, 70, 71], "pathwai": 5, "pennstat": 83, "personnel": [22, 23, 29, 60], "phase": 5, "philanthropi": 3, "physic": 18, "podcast": 75, "polici": 35, "pose": 5, "practic": 35, "preliminari": 6, "primari": [75, 76, 77, 78, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99], "privaci": 6, "project": 53, "propos": 6, "protocol": 7, "provid": 73, "psf": 54, "psycholog": 19, "pyopensci": 55, "python": 54, "pytorch": 56, "rei": 84, "resa": 57, "research": [1, 7, 8, 57, 58, 71, 72], "rich": [], "rochest": 85, "ropensci": 59, "rse": [58, 72], "safe": 6, "safeti": 6, "saint": 86, "san": 94, "santa": [95, 96], "scicod": 60, "scienc": [4, 12, 14, 35, 43, 49, 61, 64], "scientif": [27, 35], "scipi": 62, "section": 10, "secur": 6, "servic": 73, "sgci": 61, "snt": 87, "societi": [15, 16, 18, 20, 31, 37], "softwar": [21, 34, 35, 39, 43, 54, 57, 58, 63, 65, 70, 71, 72], "sourc": [5, 6, 10, 39], "space": [33, 45, 64], "stan": 66, "stanford": 88, "state": [72, 82], "stsci": 64, "sustain": [1, 65, 70, 71, 75], "sustainoss": 67, "syracus": 89, "t": [], "technologi": [78, 85], "telescop": 64, "texa": 97, "thi": [0, 10], "tidelift": 74, "top10vpn": 8, "toxic": [], "triniti": 90, "ture": [13, 69], "u": [71, 72], "uk": [3, 70], "union": 17, "unit": 72, "univers": [75, 77, 79, 80, 82, 84, 86, 87, 88, 89, 91, 92, 93, 94, 95, 96, 97, 98, 99], "unsort": 35, "urssi": 71, "us": 10, "usa": 3, "vermont": 98, "wai": 69, "washington": 77, "web": 1, "websit": [0, 10], "wisconsin": 99, "without": 79, "zealand": 3, "zuckerberg": 2, "zurich": 76}})
\ No newline at end of file
diff --git a/service-providers/index.html b/service-providers/index.html
index 7cd3ece..29393df 100644
--- a/service-providers/index.html
+++ b/service-providers/index.html
@@ -277,10 +277,13 @@
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
-
-
Cisco Research Grants
-Chan Zuckerberg Initiative
-Protocol Labs Research
-Top10vpn Research Grant
+- Cisco Research Grants +
- Chan Zuckerberg Initiative +
- Protocol Labs Research +
- Top10vpn Research Grant +
- NSF Pathways to Enable Open-Source Ecosystems (POSE) +
- NSF Safety, Security, and Privacy of Open-Source Ecosystems (Safe-OSE) +
- NSF Geosciences Open Science Ecosystem (GEO OSE)
Contents
Primary Contacts#
Sayeed Choudury joined CMU last year, coming from his work founding the first University OSPO at Johns Hopkins University. CMU already has a history of open source work done by researchers, but hasn’t historically had a centrally operating OSPO to help oversee the work going on. CMU’s OSPO was initially funded by the Alfred P. Sloan foundation, along with several other OSPOs in 2022.
Sustain Podcast Features#
+Carnegie Mellon University (CMU) has been featured in several episodes of the Sustain Podcast, highlighting its contributions to open source research and sustainability efforts.
+-
+
Episode 140: Toxicity and Information Flow in Open Source Communities
+-
+
Guests: Courtney Miller & Hongbo Fang (PhD students at CMU)
+Listen here: Sustain Podcast - Episode 140
+
+Episode 40: How Open Source Maintainers Don’t Get Rich
+-
+
Guest: Bogdan Vasilescu (Assistant Professor, School of Computer Science, CMU)
+Listen here: Sustain Podcast - Episode 40
+
+