A Family of Adaptive Activation Functions for Mitigating Failure Modes in Physics-Informed Neural Networks

Krishna Murari

Physics-Informed Neural Networks(PINNs) are a powerful and flexible learning framework that has gained significant attention in recent years. It has demonstrated strong performance…