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Author

Zheng Cheng

Observed names: Cheng Zheng, Cheng, Zheng
Observed institutions: Ministry of Education of the People's Republic of China, Hangzhou Normal University, Shanghai Jiao Tong University, Peking University, Harbin Institute of Technology, Hubei University of Technology, Nanjing University
ORCID: 0000-0003-2737-606X
Observed ORCID: 0000-0003-2737-606X
OpenAlex ID: A5101724382
Transferable Multilevel Attention Neural Network for Accurate Prediction of Quantum Chemistry Properties via Multitask Learning
2021 · Ziteng Liu, Liqiang Lin, et al. · Journal of Chemical Information and Modeling · 112
Electro‐Descriptors for the Performance Prediction of Electro‐Organic Synthesis
2020 · Yuxuan Chen, Bailin Tian, et al. · Angewandte Chemie International Edition · 56
Building quantum mechanics quality force fields of proteins with the generalized energy-based fragmentation approach and machine learning
2021 · Zheng Cheng, Jiahui Du, et al. · Physical Chemistry Chemical Physics · 40
Single-Atom Tailoring of Two-Dimensional Atomic Crystals Enables Highly Efficient Detection and Pattern Recognition of Chemical Vapors
2022 · Bingqian Liu, Qin Zhu, et al. · ACS Sensors · 38
An On-the-Fly Approach to Construct Generalized Energy-Based Fragmentation Machine Learning Force Fields of Complex Systems
2020 · Zheng Cheng, Dongbo Zhao, et al. · The Journal of Physical Chemistry A · 36
Satellite remote sensing for urban growth assessment in Shaoxing City, Zhejiang Province
2004 · Elnazir Ramadan, Xue-zhi Feng, et al. · Journal of Zhejiang University. Science A · 34
Accurate and Efficient Prediction of NMR Parameters of Condensed-Phase Systems with the Generalized Energy-Based Fragmentation Method
2020 · Dongbo Zhao, Xiaoling Shen, et al. · Journal of Chemical Theory and Computation · 32
Observation of dendrite formation at Li metal-electrolyte interface by a machine-learning enhanced constant potential framework
2025 · Taiping Hu, Haichao Huang, et al. · Nature Communications · 29
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Automatic Screen‐out of Ir(III) Complex Emitters by Combined Machine Learning and Computational Analysis
2023 · Zheng Cheng, Jiapeng Liu, et al. · Advanced Optical Materials · 25
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How intermolecular interactions influence electronic absorption spectra: insights from the molecular packing of uracil in condensed phases
2019 · Fangjia Fu, Kang Liao, et al. · Physical Chemistry Chemical Physics · 23
Developing a Differentiable Long-Range Force Field for Proteins with E(3) Neural Network-Predicted Asymptotic Parameters
2024 · Zheng Cheng, Hangrui Bi, et al. · Journal of Chemical Theory and Computation · 14
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Electro‐Descriptors for the Performance Prediction of Electro‐Organic Synthesis
2020 · Yuxuan Chen, Bailin Tian, et al. · Angewandte Chemie · 14
Combined fragment-based machine learning force field with classical force field and its application in the NMR calculations of macromolecules in solutions
2022 · Kang Liao, Shiyu Dong, et al. · Physical Chemistry Chemical Physics · 12
Synthesis, structure and DFT calculations of 1,2- N -substituted o -carboranes
2019 · Ronglin Pang, Junxia Li, et al. · Dalton Transactions · 12
Syntheses, crystal structures and photophysical properties of d10 transition-metal (Ag+, Cu+, Cd2+ and Zn2+) coordination complexes based on a thiophene-containing heterocyclic thioamide
2017 · Yu-Zhen Wei, Zheng Cheng, et al. · Journal of Coordination Chemistry · 11
Fast quantum chemistry calculations for large molecules and condensed-phase systems: The developments and applications of generalized energy-based fragmentation approach
2018 · Wei Li, Kang Liao, et al. · Chinese Science Bulletin (Chinese Version) · 7
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MiniTNtk: An Exact Synthesis-based Method for Minimizing Transistor Network
2023 · Weihua Xiao, Shanshan Han, et al. · 6
Generalized energy-based fragmentation approach for accurate binding energies and Raman spectra of methane hydrate clusters
2022 · Lei Zhang, Zheng Cheng, et al. · Chinese Journal of Chemical Physics · 5
Data-Driven Parametrization of All-Atom Force Fields for Organic Semiconductors
2025 · Guojiang Zhao, Taiping Hu, et al. · Journal of Chemical Information and Modeling · 2
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Reverse engineering of asynchronous Boolean networks via minimum explanatory set and maximum likelihood
2008 · Zheng Cheng, Zhi Geng · 2
Virtual characterization via knowledge-enhanced representation learning: from organic conjugated molecules to devices
2025 · Guojiang Zhao, Qi Ou, et al. · npj Computational Materials · 1
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Automatic Screen‐out of Ir(III) Complex Emitters by Combined Machine Learning and Computational Analysis (Advanced Optical Materials 18/2023)
2023 · Zheng Cheng, Jiapeng Liu, et al. · Advanced Optical Materials · 1
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Building Machine Learning Force Fields of Proteins with Fragment-Based Approach and Data Transfer
2021 · Zheng Cheng, Jiahui Du, et al. · 1
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First Mathematical Runtime Analyses of Multi-Objective Evolutionary Algorithms for Multi-Valued Decision Variables
2026 · Mingfeng Li, Zheng Cheng, et al. · International Joint Conference on Artificial Intelligence
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Extracting a nitrile-centered, ether-assisted motif hierarchy for lithium-battery electrolyte design from billion-scale molecular space
2026 · Xia, Yifeng, Wang, Guanghui, et al. · arXiv (Cornell University)
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Works count: 44
Citation count: 514
H-index: 12
I10-index: 15
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