2 papers
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…
q-bio.QM2025
Identifiability, Sensitivity, and Genetic Algorithms in Bacterial Biofilm Selection Models
Stephen Williams, Daravuth Cheam, Michele K. Nishiguchi +3
Bacteria often develop distinct phenotypes to adapt to environmental stress. In particular, they can produce biofilms, dense communities of bacteria that live in a complex extracel…