ML Anthology

Pan, Xinyang

2 publications

ICLR 2026 Advancing Universal Deep Learning for Electronic-Structure Hamiltonian Prediction of Materials Shi Yin, Zujian Dai, Xinyang Pan, Lixin He
ICML 2025 TraceGrad: A Framework Learning Expressive SO(3)-Equivariant Non-Linear Representations for Electronic-Structure Hamiltonian Prediction Shi Yin, Xinyang Pan, Fengyan Wang, Lixin He