Learning the Geometry of Materials Space with Trained Neural Tangent Kernels

Daniel Kaplan, Gabriel Kotliar, Anirvan M Sengupta

Neural networks trained to predict materials properties learn representations whose physical content can be difficult to extract. We use the neural tangent kernel (NTK), evaluated…