Picture for Xinyang Pan

Xinyang Pan

A Framework of SO-equivariant Non-linear Representation Learning and its Application to Electronic-Structure Hamiltonian Prediction

Add code
May 10, 2024
Viaarxiv icon

Harmonizing Covariance and Expressiveness for Deep Hamiltonian Regression in Crystalline Material Research: a Hybrid Cascaded Regression Framework

Add code
Jan 15, 2024
Viaarxiv icon