New Venturelli Lab preprint!
We develop physics-informed ML models to predict species and metabolite dynamics in microbial communities. By integrating biological knowledge, we outperform both standard ML & mechanistic models. Check out our preprint here! www.biorxiv.org/content/10.1...
biorxiv.org
Physics-constrained neural ordinary differential equation models to discover and predict microbial community dynamics
Microbial communities play essential roles in shaping ecosystem functions and predictive modeling frameworks are crucial for understanding, controlling, and harnessing their properties. Competition an...
