Technical University of Munich, Potsdam Institute for Climate Impact Research; Technical University of Munich, Potsdam Institute for Climate Impact Research, University of Exeter; Technical University of Munich, Hemholtz AI, Munich
Alistair White, Niki Kilbertus, Maximilian Gelbrecht, Niklas Boers
neural differential equations;neural ordinary differential equations;constraints;conservation laws;stabilization;dynamical systems;dynamics;scientific machine learning;physics-informed machine learning
Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints