2 papers
math.DS2026
Observable-Reduction-Guided Sparse Regression for Partially Observed Active-Quiescent Systems
Kyle C. Nguyen, Kevin B. Flores
Active-quiescent switching occurs in biological populations in which growth is confined to a proliferative active state, while cells may reversibly enter a nonproliferative quiesce…
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…