2026
A Call to Lagrangian Action: Learning Population Mechanics from Temporal Snapshots
ICML 2026spotlight
The population dynamics of molecules, cells, and organisms are governed by a number of unknown internal and external forces. In the last decade, population dynamics have predominately been modeled with Wasserstein gradient flows. However, since gradient flows minimize free energy, they fail to captu…