Changxin Wang

Machine learning assisted design of high entropy alloys with desired property

Cheng Wen, Yan Zhang, Changxin Wang et al. · Acta Materialia · 2019 · 853 citations · Full text

Materials Science, Engineering, Machine Learning +8

Phase prediction in high entropy alloys with a rational selection of materials descriptors and machine learning models

Yan Zhang, Cheng Wen, Changxin Wang et al. · Acta Materialia · 2019 · 421 citations

High Entropy, Engineering, Machine Learning +16

Modeling solid solution strengthening in high entropy alloys using machine learning

Cheng Wen, Changxin Wang, Yan Zhang et al. · Acta Materialia · 2021 · 224 citations

Materials Science, Engineering, Machine Learning +10

Accelerating 2D MXene catalyst discovery for the hydrogen evolution reaction by computer-driven workflow and an ensemble learning strategy

Xiao‐Xu Wang, Changxin Wang, Shinan Ci et al. · Journal of Materials Chemistry A · 2020 · 118 citations

Engineering, Computational Chemistry, Computational Nanostructure Modeling +17

Machine learning identified materials descriptors for ferroelectricity

Jingjin He, Junjie Li, Chuanbao Liu et al. · Acta Materialia · 2021 · 93 citations

Materials Science, Multiferroics, Ferroelastics +6