Zhe Liu

Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks

Felipe Oviedo, Zekun Ren, Shijing Sun et al. · npj Computational Materials · 2019 · 312 citations · Full text

Computing, Computer Science, Materials Science +17

Machine learning with knowledge constraints for process optimization of open-air perovskite solar cell manufacturing

Zhe Liu, Nicholas Rolston, Austin C. Flick et al. · Joule · 2022 · 214 citations · Full text

Engineering, Materials Engineering, Materials Science +16

Benchmarking the performance of Bayesian optimization across multiple experimental materials science domains

Qiaohao Liang, Aldair E. Gongora, Zekun Ren et al. · npj Computational Materials · 2021 · 199 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +16

Fluorinated porous frameworks enable robust anode-less sodium metal batteries

Rong Zhuang, Xiuhai Zhang, Changzhen Qu et al. · Science Advances · 2023 · 167 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

A data fusion approach to optimize compositional stability of halide perovskites

Shijing Sun, Armi Tiihonen, Felipe Oviedo et al. · Matter · 2021 · 159 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +13