2 papers
cs.LG2026
Advancing Universal Deep Learning for Electronic-Structure Hamiltonian Prediction of Materials
Shi Yin, Zujian Dai, Xinyang Pan +1
Deep learning methods for electronic-structure Hamiltonian prediction has offered significant computational efficiency advantages over traditional DFT methods, yet the diversity of…
cond-mat.mtrl-sci2025
Topological Origin of Intrinsic High Chern Numbers in Two-Dimensional MX Materials
Zujian Dai, Xudong Zhu, Lixin He
Despite sharing a common lattice structure, monolayer MX compounds realize quantum anomalous Hall phases with distinct Chern numbers, a striking phenomenon that has not bee…