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…