PINNMorph: Evolving Online Adaptation Policies for Physics-Informed Neural Networks.

arXiv:2609.32685v1 Announce Type: new Abstract: Physics-informed neural networks (PINNs) provide a learning-based framework for solving partial differential equations (PDEs), yet their training behavior can change substantially throughout optimization. Residua