Physics-constrained neural ordinary differential equation models to discover and predict microbial community dynamics

Proceedings of the National Academy of Sciences, Volume 123, Issue 13, March 2026. <br/>SignificanceMicrobial communities drive essential biological processes across ecosystems, yet predicting their dynamics and functions remains challenging due to context-dependent interactions. We develop a physics-constrained neural ordinary differential …