Stephen Xie

Machine learning of superconducting critical temperature from Eliashberg theory

Stephen Xie, Yundi Quan, Ajinkya C. Hire et al. · npj Computational Materials · 2022 · 71 citations · Full text

Superconducting Material, Conventional Superconductors, Engineering +18

Ultra-fast interpretable machine-learning potentials

Stephen Xie, Matthias Rupp, Richard G. Hennig · npj Computational Materials · 2023 · 67 citations · Full text

Functional form of the superconducting critical temperature from machine learning

Stephen Xie, G. R. Stewart, J. J. Hamlin et al. · Physical review. B./Physical review. B · 2019 · 61 citations · Full text

Creating superconductivity in WB2 through pressure-induced metastable planar defects

Jinhyuk Lim, Ajinkya C. Hire, Yundi Quan et al. · Nature Communications · 2022 · 49 citations · Full text

Machine learning of octahedral tilting in oxide perovskites by symbolic classification with compressed sensing

Stephen Xie, Parker Kotlarz, Richard G. Hennig et al. · Computational Materials Science · 2020 · 27 citations

Materials Science, Multiferroics, Engineering +8