Zheng Cheng

Transferable Multilevel Attention Neural Network for Accurate Prediction of Quantum Chemistry Properties via Multitask Learning

Ziteng Liu, Liqiang Lin, Qingqing Jia et al. · Journal of Chemical Information and Modeling · 2021 · 108 citations · Full text

Natural Sciences, Chemistry, Computational Chemistry +16

Electro‐Descriptors for the Performance Prediction of Electro‐Organic Synthesis

Yuxuan Chen, Bailin Tian, Zheng Cheng et al. · Angewandte Chemie International Edition · 2020 · 54 citations

Natural Sciences, Chemical Engineering, Chemistry +17

Building quantum mechanics quality force fields of proteins with the generalized energy-based fragmentation approach and machine learning

Zheng Cheng, Jiahui Du, Lei Zhang et al. · Physical Chemistry Chemical Physics · 2021 · 42 citations

Natural Sciences, Biophysics, Chemistry +17

An On-the-Fly Approach to Construct Generalized Energy-Based Fragmentation Machine Learning Force Fields of Complex Systems

Zheng Cheng, Dongbo Zhao, Jing Ma et al. · The Journal of Physical Chemistry A · 2020 · 36 citations

Natural Sciences, Chemistry, Physics +17

Single-Atom Tailoring of Two-Dimensional Atomic Crystals Enables Highly Efficient Detection and Pattern Recognition of Chemical Vapors

Bingqian Liu, Qin Zhu, Yanghang Pan et al. · ACS Sensors · 2022 · 36 citations

Natural Sciences, Chemistry, Materials Science +17