2 papers
cs.LG2026
ABM-UDE: Developing Surrogates for Epidemic Agent-Based Models via Scientific Machine Learning
Sharv Murgai, Utkarsh Utkarsh, Kyle C. Nguyen +3
Agent-based epidemic models (ABMs) encode behavioral and policy heterogeneity but are too slow for nightly hospital planning. We develop county-ready surrogates that learn directly…
cs.LG2024
A Scientific Machine Learning Approach for Predicting and Forecasting Battery Degradation in Electric Vehicles
Sharv Murgai, Hrishikesh Bhagwat, Raj Abhijit Dandekar +2
Carbon emissions are rising at an alarming rate, posing a significant threat to global efforts to mitigate climate change. Electric vehicles have emerged as a promising solution, b…