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rockybala.yml
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active: true
focus-area:
- ia
institution: Stanford University
name: Rocky Bala Garg
photo: "/assets/images/team/Rocky-Garg.jpg"
shortname: rockybala
title:
website: https://github.com/rockybala
presentations:
- title: "Acts Integration into Athena"
date: 2020-05-15
url:
meeting: SLAC ATLAS meeting
meetingurl:
location: SLAC
project: acts
focus-area: ia
- title: "Athena-ACTS Wrapper: Iterative Vertex Finder with Full Billoir Fitter"
date: 2021-02-12
url:
meeting: SLAC ATLAS meeting
meetingurl:
location: SLAC
project: acts
focus-area: ia
- title: Parameter Optimization and Layer Linking in ACTS track Seeding
date: 2021-02-26
url: https://indico.cern.ch/event/1010520/contributions/4249433/attachments/2197746/3716120/ACTS_ML_Meeting_Feb26.pdf
meeting: ACTS Machine Learning Meeting
meetingurl: https://indico.cern.ch/event/1010520/
location: CERN
project: acts
focus-area: ia
- title: "Qualification task in TrackingCP: ACTS Integration into Athena"
date: 2021-05-27
url: https://indico.cern.ch/event/1042818/contributions/4381599/attachments/2252713/3821712/QTSummary_TrackingCPWeekly_May27.pdf
meeting: ATLAS Inner Tracking CP weekly
meetingurl: https://indico.cern.ch/event/1042818/
project: acts
focus-area: ia
location: CERN
- title: "Implementation of Deep Learning Algorithm for identifying and locating primary vertices in ATLAS data"
date: 2021-10-13
url: https://indico.cern.ch/event/1071425/contributions/4505220/attachments/2327619/3965434/DIANA%20Presentation.pdf
meeting: DIANA/HEP Fellow Presentations
meetingurl: https://indico.cern.ch/event/1071425/
location:
project: pv-finder
focus-area: ia
- title: "CKF parameter tuning studies"
date: 2022-02-25
url: https://indico.cern.ch/event/1132631/contributions/4752678/attachments/2397574/4099722/CKF%20Parameter%20Tuning%20Studies.pdf
meeting: ACTS Machine Learning Meeting
meetingurl: https://indico.cern.ch/event/1132631/
project: acts
focus-area: ia
location: CERN
- title: "Parameter optimization using machine learning algorithms within ACTS framework"
date: 2022-04-27
url: https://indico.cern.ch/event/1140360/
meeting: IRIS-HEP IA presentations
meetingurl: https://indico.cern.ch/event/1140360/
project: acts
focus-area: ia
location: CERN
- title: "ACTS/ITk Parameter Optimization"
date: 2022-05-04
url: https://indico.cern.ch/event/1156289/contributions/4855699/attachments/2437478/4174838/UpgradeTracking_May4th_CTDplotapproval.pdf
meeting: Upgrade Tracking Meeting
meetingurl: https://indico.cern.ch/event/1156289/
project: acts
focus-area: ia
location: CERN
- title: "Optimization of ACTS-AMVF for ITk"
date: 2022-05-12
url: https://indico.cern.ch/event/1159874/contributions/4871201/attachments/2443227/4186049/VertexMeeting_May12th_CTDplots.pdf
meeting: Vertex reconstruction meeting
meetingurl: https://indico.cern.ch/event/1159874/
project: acts
focus-area: ia
location: CERN
- title: "Exploration of different parameter optimization algorithms within the context of ACTS software framework"
date: 2022-06-02
url: https://indico.cern.ch/event/1103637/contributions/4821875/
meeting: Connecting The Dots 2022
meetingurl: https://indico.cern.ch/event/1103637/
project: acts
focus-area: ia
location: Princeton, NJ
- title: "ACTS Vertexing"
date: 2022-09-26
url: https://indico.cern.ch/event/1184037/contributions/4993027/
meeting: ACTS Developers Workshop
meetingurl: https://indico.cern.ch/event/1184037/
project: acts
focus-area: ia
location: CERN, Switzerland
- title: "Auto-tuning in acts for seeding and vertexing"
date: 2022-09-27
url: https://indico.cern.ch/event/1184037/contributions/5061702/
meeting: ACTS Developers Workshop
meetingurl: https://indico.cern.ch/event/1184037/
project: acts
focus-area: ia
location: CERN, Switzerland
- title: "Tutorial on Using Optuna and Orion to tune seeding parameters"
date: 2022-09-28
url: https://indico.cern.ch/event/1184037/contributions/5061736/
meeting: ACTS Developers Workshop
meetingurl: https://indico.cern.ch/event/1184037/
project: acts
focus-area: ia
location: CERN, Switzerland
- title: "ACTS for IRIS-HEP"
date: 2022-10-13
url: https://indico.cern.ch/event/1196111/contributions/5067501/subcontributions/399185/attachments/2528262/4349370/ACTS_for-IRIS-HEPRetreat2022.pdf
meeting: IRIS-HEP Institute Retreat
meetingurl: https://indico.cern.ch/event/1196111/
project: acts
focus-area: ia
location: Princeton, NJ
- title: "Auto-tuning capabilities of the ACTS track reconstruction suite"
date: 2022-10-26
url: https://indico.cern.ch/event/1106990/contributions/4998102/
meeting: ACAT 2022
meetingurl: https://indico.cern.ch/event/1106990/
project: acts
focus-area: ia
location: Bari, Italy
- title: "Update on PV-Finder Study: A Deep Learning based Approach to finding Primary Vertices in ATLAS data"
date: 2023-03-09
url: https://indico.cern.ch/event/1243482/contributions/5297129/attachments/2607694/4504615/PV-Finder_Update_TVPDmeeting_March9_2023.pdf
meeting: Tracking and Vertexing for Prompt and Displaced Particles Meeting, ATLAS
meetingurl: https://indico.cern.ch/event/1243482/
project: pv-finder
focus-area: ia
location: CERN, Switzerland
- title: "PV-Finder Approval: A Deep Learning based Approach to finding Primary Vertices in ATLAS data"
date: 2023-04-16
url: https://indico.cern.ch/event/1261299/contributions/5329526/attachments/2625968/4541943/PV-Finder_Update_InnerTrkMeeting_April6_2023.pdf
meeting: Inner Tracking CP Plenary
meetingurl: https://indico.cern.ch/event/1261299/
project: pv-finder
focus-area: ia
location: CERN, Switzerland
- title: "Advances in developing deep neural networks for finding primary vertices in proton-proton collisions at the LHC"
date: 2023-05-09
url: https://indico.jlab.org/event/459/contributions/11714/
meeting: CHEP 2023
meetingurl: https://indico.jlab.org/event/459/
project: pv-finder
focus-area: ia
location: Norfolk, VA
- title: "Potentiality of automatic parameter tuning suite available in ACTS track reconstruction software framework"
date: 2023-05-11
url: https://indico.jlab.org/event/459/contributions/11460/
meeting: CHEP 2023
meetingurl: https://indico.jlab.org/event/459/
project: acts
focus-area: ia
location: Norfolk, VA
- title: "Studying a new Primary Vertex (PV) identification algorithm within ACTS framework"
date: 2023-10-12
url: https://indico.cern.ch/event/1252748/contributions/5521444/
meeting: CTD 2023
meetingurl: https://indico.cern.ch/event/1252748/
project: acts
focus-area: ia
location: Toulouse, France
- title: "Advances in developing deep neural networks for finding primary vertices in proton-proton collisions at the LHC"
date: 2024-01-30
url: https://indico.cern.ch/event/1297159/contributions/5729223/
meeting: 6th Inter-experiment Machine Learning Workshop
meetingurl: https://indico.cern.ch/event/1297159/
project: pv-finder
focus-area: ia
location: CERN
- title: "New Deep Learning based approach to Primary Vertex finding in ATLAS experiment"
date: 2024-04-05
url: https://meetings.aps.org/Meeting/APR24/Session/M17.2
meeting: APS April Meeting, 2024
meetingurl: https://meetings.aps.org/Meeting/APR24/Content/4544
project: pv-finder
focus-area: ia
location: Sacramento, CA