Pengcheng Xu

Small data machine learning in materials science

Pengcheng Xu, Xiaobo Ji, Minjie Li et al. · npj Computational Materials · 2023 · 702 citations · Full text

Computing, Materials Engineering, Materials Science +15

Machine learning for perovskite materials design and discovery

Qiuling Tao, Pengcheng Xu, Minjie Li et al. · npj Computational Materials · 2021 · 495 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +13

Material machine learning for alloys: Applications, challenges and perspectives

Xiujuan Liu, Pengcheng Xu, Juanjuan Zhao et al. · Journal of Alloys and Compounds · 2022 · 143 citations

Natural Sciences, Materials Engineering, Materials Science +12

Modeling network vulnerability of urban rail transit under cascading failures: A Coupled Map Lattices approach

Qing-Chang Lu, Lei Zhang, Pengcheng Xu et al. · Reliability Engineering & System Safety · 2022 · 126 citations

Planning, Infrastructure Planning, Urban Planning +16

New Opportunity: Machine Learning for Polymer Materials Design and Discovery

Pengcheng Xu, Huimin Chen, Minjie Li et al. · Advanced Theory and Simulations · 2022 · 121 citations

Natural Sciences, Materials Engineering, Materials Science +13