111 citations · 222 across the 2 of their papers we have counts for
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cond-mat.mtrl-sci2026
Understanding compression-extension error asymmetry in universal machine-learning interatomic potentials
Hongwei Du, Dingyang Lv, Boyan Zhang +11
Universal machine-learning interatomic potentials are increasingly used across diverse materials, yet their reliability under directional deformation remains unclear. We compare co…
cond-mat.mtrl-sci2026
Origins of Universal Machine Learning Force-Field Errors in Multicomponent Materials
Hongwei Du, Dingyang Lv, Baole Wei +11
Universal machine learning force-field generalization to multicomponent environments generated by compositional design remains insufficiently assessed. We construct a benchmark of…
cond-mat.mtrl-sci2008★ 111 cited
Magnetism of chromia
Siqi Shi, A. L. Wysocki, K. D. Belashchenko
The electronic structure and magnetism of chromia (corundum-type Cr2O3) are studied using full-potential first-principles calculations. The electronic correlations are included wit…