Meta-learning of Physics-informed Neural Networks for Efficiently Solving Newly Given PDEs

Tomoharu Iwata, Yusuke Tanaka, Naonori Ueda

We propose a neural network-based meta-learning method to efficiently solve partial differential equation (PDE) problems. The proposed method is designed to meta-learn how to solve…