Conformalized Physics-Informed Neural Networks

Lena Podina, Mahdi Torabi Rad, Mohammad Kohandel

Physics-informed neural networks (PINNs) are an influential method of solving differential equations and estimating their parameters given data. However, since they make use of neu…