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
Enhancing generalizability of model discovery across parameter space with multi-experiment equation learning (ME-EQL)
Maria-Veronica Ciocanel, John T. Nardini, Kevin B. Flores +3
Agent-based modeling (ABM) is a powerful tool for understanding self-organizing biological systems, but it is computationally intensive and often not analytically tractable. Equati…