Grants

External

• Adolescents’ Social Media Management Strategies: Bidirectional Links to Objective Social Media Use and Mental Health Outcomes (Co-PI, $2.8M, NIH, 2024–2028)
• AI-CLIMATE (AI INSTITUTE FOR CLIMATE-LAND INTERACTIONS, MITIGATION, ADAPTATION, TRADEOFFS AND ECONOMY) (Co-PI, $20M, NIFA, 2023–2028)
• AI for Map Geolocation and Extraction to Find Critical Minerals (Co-PI, $3.2M, DARPA, 2023–2025)
• Quantification of Tics in Tourette Syndrome (Co-PI, $3.2M, NIH, 2023–2028)
• SCH: A New Computational Framework for Learning from Imbalanced Biomedical Data (PI, $1.2M, NIH, 2023–2027)
• CPS: Medium: Smart Tracking Systems for Safe and Smooth Interactions Between Scooters and Road Vehicles (Co-PI, $1.2M, NSF, 2020–2024)
• FAIR Framework for Physics-Inspired AI in High Energy Physics (Co-PI, $750K, DOE, 2020–2024)
• Federated and imbalanced learning for medical NLP (PI, $200K, Cisco Research, 2023)
• Collaborative AI Models for Fracture Detection in Trauma and Critical Care (PI, $250K, Cisco Research, 2022)

Internal (selected)

• Data Science Methods to Enable Real-world Evidence to Support Stroke Care (DRESS) (Co-PI, $120K, DSI Seed Grant—Large, 2023–2024)
• Stochastic Optimization for Constrained Deep Learning (PI, $50K, DSI Seed Grant—Medium, 2023–2024)
• Constrained deep learning for the efficient discovery of stable solid-state materials (PI, $50K, CSE DSI PhD Fellowship, 2023–2024)
• Sharp Analysis of Atomic-Resolution STEM Data via Deep Learning (PI, $50K, CSE DSI PhD Fellowship, 2023–2024)
• DeepLifting: Complex Engineering Design and Operation with Discrete Decisions Made Easy (PI, $100K, Research Computing Seed Grant—Large, 2023–2024)
• Atomic-level In-situ and Ex-situ STEM Study of Quantum Devices for Quantum Computing (Co-PI, $90K, CSE InterS&Ections Seed Grant, 2023–2024)