REAct: Rational Exponential Activation for Better Learning and Generalization in PINNs

Sourav Mishra, Shreya Hallikeri, Suresh Sundaram

Physics-Informed Neural Networks (PINNs) offer a promising approach to simulating physical systems. Still, their application is limited by optimization challenges, mainly due to th…