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Yi Isaac Yang, Ph.D.

Affiliations: 
2006-2010 School of Materials Science and Engineering Shandong University, Jinan Shi, Shandong Sheng, China 
 2010-2015 College of Chemistry and Molecular Engineering Peking University, Beijing, Beijing Shi, China 
 2016-2019 Department of Chemistry and Applied Biosciences Eidgenössische Technische Hochschule Zürich, Zürich, ZH, Switzerland 
 2019- Institute of Systems Biology Shenzhen Bay Laboratory 
Area:
Theoretical Chemistry
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Publications

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Yuan S, Han X, Zhang J, et al. (2024) Generating High-Precision Force Fields for Molecular Dynamics Simulations to Study Chemical Reaction Mechanisms Using Molecular Configuration Transformer. The Journal of Physical Chemistry. A
Zhang J, Liu S, Chen M, et al. (2023) Unsupervisedly Prompting AlphaFold2 for Accurate Few-Shot Protein Structure Prediction. Journal of Chemical Theory and Computation
Zhang J, Chen D, Xia Y, et al. (2023) Artificial Intelligence Enhanced Molecular Simulations. Journal of Chemical Theory and Computation
Lei YK, Zhang Z, Han X, et al. (2022) Locating Transition Zone in Phase Space. Journal of Chemical Theory and Computation
Li M, Zhang J, Niu H, et al. (2022) Phase Transition between Crystalline Variants of Ordinary Ice. The Journal of Physical Chemistry Letters. 13: 8601-8606
Han X, Zhang J, Yang YI, et al. (2022) Enhanced Sampling Simulation Reveals How Solvent Influences Chirogenesis of the Intra-Molecular Diels-Alder Reaction. Journal of Chemical Theory and Computation
Zhang J, Lei YK, Zhang Z, et al. (2021) Deep reinforcement learning of transition states. Physical Chemistry Chemical Physics : Pccp
Zhang J, Lei YK, Yang YI, et al. (2020) Deep learning for variational multiscale molecular modeling. The Journal of Chemical Physics. 153: 174115
Zhang J, Lei YK, Zhang Z, et al. (2020) A Perspective on Deep Learning for Molecular Modeling and Simulations. The Journal of Physical Chemistry. A
Zhang J, Lei YK, Zhang Z, et al. (2020) A Perspective on Deep Learning for Molecular Modeling and Simulations. The Journal of Physical Chemistry. B
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