Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models

Feb-17-2026, 03:34:26 GMT–Neural Information Processing Systems 

We propose a versatile framework that combines DEQ with off-the-shelf machine learning models for predicting Hamiltonians.