Dezhen Xue

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

Accelerated search for materials with targeted properties by adaptive design

Dezhen Xue, Prasanna V. Balachandran, John Hogden et al. · Nature Communications · 2016 · 762 citations · Full text

Active learning in materials science with emphasis on adaptive sampling using uncertainties for targeted design

Turab Lookman, Prasanna V. Balachandran, Dezhen Xue et al. · npj Computational Materials · 2019 · 612 citations · Full text

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

Large piezoelectric effect in Pb-free Ba(Ti,Sn)O3-x(Ba,Ca)TiO3 ceramics

Dezhen Xue, Yumei Zhou, Huixin Bao et al. · Applied Physics Letters · 2011 · 288 citations

Materials Science, Large Piezoelectric Effect, Engineering +12