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vault/.obsidian/workspace.json

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vault/_pages/contact.md

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123 University Drive
2020
Tech City, CA 94000
2121

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## Office Hours
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**For Students:**
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- **Tuesdays & Thursdays:** 2:00 PM - 4:00 PM
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- **By Appointment:** Available upon request
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**Location:** CS Building, Room 314
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*During peak periods (exam weeks, project deadlines), additional office hours may be scheduled.*
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## Academic Profiles
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{% if site.orcid %}
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**LinkedIn:** [Professional Profile](https://linkedin.com/in/{{ site.linkedin }})
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{% endif %}
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## Research Collaboration
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I'm always interested in discussing potential collaborations with:
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### Academic Researchers
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- **Joint Research Projects**: Multi-institutional research initiatives
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- **Grant Proposals**: NSF, NIH, and other funding opportunities
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- **Student Exchanges**: Graduate student visits and collaborations
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- **Conference Organization**: Workshop and conference planning
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### Industry Partners
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- **Applied Research**: Real-world problem solving and technology transfer
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- **Consulting**: Technical advisory and strategic guidance
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- **Internship Programs**: Student placement and mentorship opportunities
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- **Technology Transfer**: Commercialization of research outcomes
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### International Collaboration
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- **Visiting Positions**: Sabbatical and short-term research visits
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- **Global Research Networks**: Multi-country research initiatives
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- **Exchange Programs**: Faculty and student exchange opportunities
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- **Conference Speaking**: International keynotes and presentations
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## For Prospective Students
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### Graduate Students (Ph.D. & Master's)
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**Application Inquiries:** Please include:
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- Current CV/Resume
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- Research interests and experience
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- Relevant coursework and publications
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- Career goals and motivation
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**Research Opportunities:** Multiple openings available in:
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- Neural network optimization
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- Sustainable AI and green computing
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- Theoretical machine learning
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- AI ethics and responsible computing
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### Undergraduate Students
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**Research Positions:** Available for motivated undergraduates
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- **Prerequisites:** Strong programming skills, mathematics background
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- **Commitment:** Minimum one semester, preferably longer
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- **Opportunities:** Independent study, honors thesis, summer research
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**Course Questions:** For questions about specific courses, please:
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- Check the course website first
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- Attend office hours for detailed discussions
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- Email for urgent or time-sensitive matters
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## Media & Press Inquiries
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I'm available for media interviews and expert commentary on:
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- **Artificial Intelligence Trends**: Current developments and future directions
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- **AI Ethics**: Responsible development and deployment
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- **Higher Education**: STEM education and research policy
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- **Technology Policy**: AI regulation and societal impact
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**Media Contact:** {{ site.email }}
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**Response Time:** Within 24 hours for urgent requests
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## Speaking Engagements
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Available for various speaking opportunities:
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### Academic Venues
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- Conference keynotes and invited talks
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- University seminars and colloquia
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- Workshop presentations
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- Panel discussions
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### Industry Events
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- Corporate workshops and training
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- Technology conferences
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- Professional development seminars
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- Executive briefings
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### Public Engagement
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- Community education events
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- K-12 STEM outreach
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- Science cafés and public lectures
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- Media appearances and interviews
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**Booking Information:** Contact me directly to discuss availability, topics, and logistics.
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## Technical Support
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### Website Issues
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This website is built with Jekyll and hosted on GitHub Pages. For technical issues:
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- **Bug Reports:** Please describe the issue and your browser/device
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- **Feature Requests:** Suggestions for improvements are welcome
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- **Accessibility:** Report any accessibility barriers you encounter
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### Course Websites
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For technical issues with course materials:
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- **Canvas/LMS Problems:** Contact university IT support first
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- **Assignment Submissions:** Email me directly for urgent issues
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- **Gradebook Questions:** Discuss during office hours
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## Professional Services
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I provide various professional services to the academic and industry communities:
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### Peer Review
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- **Journal Manuscripts**: Regular reviewer for top-tier venues
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- **Grant Proposals**: NSF, NIH, and international funding agencies
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- **Conference Papers**: Program committee member for major conferences
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- **Tenure Reviews**: External evaluator for promotion and tenure cases
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### Editorial Services
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- **Editorial Boards**: Member of several journal editorial boards
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- **Special Issues**: Guest editor for thematic collections
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- **Book Reviews**: Technical book evaluation and commentary
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### Consulting
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- **Technical Advisory**: Strategic guidance for AI/ML initiatives
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- **Research Direction**: Long-term research planning and execution
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- **Technology Assessment**: Evaluation of AI systems and approaches
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- **Expert Testimony**: Technical expertise for legal and policy matters
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## Response Times
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I aim to respond to all inquiries promptly:
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- **Urgent Academic Matters**: Within 24 hours
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- **General Inquiries**: Within 2-3 business days
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- **Research Collaboration**: Within 1 week
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- **Media Requests**: Within 24 hours
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**Note:** Response times may be longer during:
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- Conference travel periods
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- Sabbatical leaves
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- University holidays
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- High-volume periods (application deadlines, etc.)
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## Preferred Communication
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- **Email**: Primary method for all professional communication
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- **Video Calls**: Available for complex discussions and collaboration planning
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- **Phone**: Reserved for urgent matters or pre-scheduled calls
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- **Social Media**: Not monitored regularly for professional inquiries
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---
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## Location & Directions

vault/_pages/index.md

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# Welcome
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I am a Professor of Computer Science with research interests in artificial intelligence, machine learning, and computational methods. My work focuses on developing novel algorithms and applications that bridge theoretical foundations with practical implementations.
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I am a mathematician working in probability theory and stochastic processes. My recent research interests involve asymptotic analysis of rare events' probabilities, the simplest example being $\{ \exists \, t : X_t > u \}$, where $X$ is a Gaussian process and $u$ is large. This is a subject of my [[unil_thesis.pdf|second PhD thesis]] defended recently at the Université de Lausanne. During my first PhD at St. Petersburg department of V.A. Steklov's Mathematical Institute, I have studied semigroups and generators of Markov processes confined to bounded areas $D \subset \mathbb{R}^d$. This is a subject of my [[pdmi_thesis.pdf|first thesis]] (in Russian).
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## Recent Highlights
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vault/_pages/research.md

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# Research
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My research focuses on developing novel algorithms and computational methods that advance the state of artificial intelligence and machine learning. I am particularly interested in the intersection of theoretical foundations and practical applications.
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`todo`
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## Current Research Areas
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### Neural Network Optimization
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Developing efficient training algorithms for large-scale neural networks, with emphasis on:
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- Adaptive learning rate scheduling
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- Gradient compression techniques
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- Distributed training optimization
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- Memory-efficient architectures
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### Sustainable AI
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Investigating methods to reduce the environmental impact of machine learning:
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- Energy-efficient model architectures
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- Carbon-aware training strategies
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- Model compression and pruning
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- Green computing for AI workloads
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### Theoretical Machine Learning
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Advancing our understanding of learning algorithms through:
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- Generalization bounds and learning theory
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- Optimization landscape analysis
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- Convergence guarantees for adaptive methods
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- Statistical learning foundations
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`todo`
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## Active Projects
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{% assign current_projects = site.projects | where: "status", "active" | sort: "start_date" | reverse %}
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## Research Impact
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%% ## Research Impact %%
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### Publications Metrics
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{% assign total_publications = site.publications | size %}
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{% assign recent_publications = site.publications | where_exp: "pub", "pub.year >= 2020" | size %}
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- **Total Publications:** {{ total_publications }}
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- **Recent Publications (2020+):** {{ recent_publications }}
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%% ### Publications Metrics %%
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%% {% assign total_publications = site.publications | size %} %%
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%% {% assign recent_publications = site.publications | where_exp: "pub", "pub.year >= 2020" | size %} %%
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%% - **Total Publications:** {{ total_publications }} %%
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%% - **Recent Publications (2020+):** {{ recent_publications }} %%
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### Selected Recent Work
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[View all publications →]({{ "/publications/" | relative_url }})
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## Collaborations
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%% ## Collaborations %%
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I actively collaborate with researchers across academia and industry, including:
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- Faculty at leading research universities
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- Research scientists at major technology companies
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- International research institutions
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- Interdisciplinary teams spanning computer science, mathematics, and domain applications
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%% I actively collaborate with researchers across academia and industry, including: %%
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%% - Faculty at leading research universities %%
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%% - Research scientists at major technology companies %%
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%% - International research institutions %%
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%% - Interdisciplinary teams spanning computer science, mathematics, and domain applications %%
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## Funding
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%% ## Funding
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Research activities are supported by grants from:
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- National Science Foundation (NSF)
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- National Institutes of Health (NIH)
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- Industry partnerships
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- University research funds
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- University research funds %%
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## Contact for Research Collaboration
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Interested in collaborating? I'm always open to discussing:
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- Joint research projects
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- Student exchanges and visits
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- Grant proposals and funding opportunities
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- Industry partnerships
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**Email:** {{ site.email }}
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---
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*For the most up-to-date information about ongoing research projects and opportunities, please don't hesitate to reach out directly.*
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*For the most up-to-date information, please don't hesitate to reach out directly.*

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