Shreya Hallikeri

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

Physics-Informed Neural Networks (PINNs) offer a promising approach to simulating physical systems. Still, their application is limited by optimization challenges, mainly due to the lack of activation functions that generalize well across several physical systems. Existing activation functions often…