Dezhen Xue

Machine learning assisted design of high entropy alloys with desired property

Cheng Wen, Yan Zhang, Changxin Wang et al. · Acta Materialia · 2019 · 899 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +16

Accelerated search for materials with targeted properties by adaptive design

Dezhen Xue, Prasanna V. Balachandran, John Hogden et al. · Nature Communications · 2016 · 791 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

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 · 686 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

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 · 444 citations

Natural Sciences, Materials Engineering, Materials Science +17

Accelerated Discovery of Large Electrostrains in BaTiO₃‐Based Piezoelectrics Using Active Learning

Ruihao Yuan, Zhen Liu, Prasanna V. Balachandran et al. · Advanced Materials · 2018 · 377 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +16