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cond-mat.mtrl-sci2026
Accurately Generalizing Deep-Learning Hamiltonian Methods to Plane-Wave Density Functional Theory
Chuntian Wu, Jiaxiang Li, Qiang Xu +4
Deep neural networks that predict density functional theory (DFT) Hamiltonians from material structures offer a route to efficient electronic-structure calculations. However, exten…
cond-mat.mtrl-sci2026
ARES: a plane-wave density-functional-theory code in Rust
Zehan Liu, Qian Wang, Xiangyu Zheng +7
ARES (Ab initio atomic mateRial modEling Software at JLU) is a plane-wave density-functional-theory (DFT) code written entirely in Rust as a layered 22-crate workspace. It supports…
cond-mat.mtrl-sci2026
High-Pressure Crystal Structure Database
Zhenyu Wang, Qingchang Wang, Junwen Duan +7
High-pressure research is a productive route to new structures and emergent properties. However, crucial high-pressure structural information remains highly fragmented across indiv…