Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions

Masanobu Horie, Naoto Mitsume

Graph neural network (GNN) is a promising approach to learning and predicting physical phenomena described in boundary value problems, such as partial differential equations (PDEs)…