Differentiability in Unrolled Training of Neural Physics Simulators on Transient Dynamics

Bjoern List, Li-Wei Chen, Kartik Bali +1

Unrolling training trajectories over time strongly influences the inference accuracy of neural network-augmented physics simulators. We analyze this in three variants of training n…