First principles physics-informed neural network for quantum wavefunctions and eigenvalue surfaces

Marios Mattheakis, Gabriel R. Schleder, Daniel T. Larson +1

Physics-informed neural networks have been widely applied to learn general parametric solutions of differential equations. Here, we propose a neural network to discover parametric…