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Peichen Zhong

National University of Singapore

15H-index
51Paper Count
1.3KCitation Count
Published Papers 24
Publication Date
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A Fused Quinone–Pyrazine-Based Aqueous Flow Battery Negolyte with Record Volumetric Capacity and Long Lifetime
errJournal of the American Chemical Society
IF15.6
err2026-04-07
err0
PREAI
errSheng Xu; Jinxin Liu; Jinglin Wang; Yuanyuan Ping; Yicheng Chen; Xinxin Cui; Peichen Zhong; Zheng Meng; Yan Jing
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Multicomponent solid-solution alloy negative electrode for Li-metal batteries
errNature Communications
IF15.7
err2026-03-05
err0
errOAAI
errJinxi Wang; Jiawen Zhu; Yichao Cai; Huimin Zhang; Xinpeng Li; Zongzi Jin; Zhuoying Zhu; Deguang Liu; Zhen Zhang; Peichen Zhong; Yuansen Xie; Wenhui Zhu; Guolei Cai; Huanyu Xie; Rong Huang; Yuhao Lu; Shuhong Jiao; Song Jin; Hengxing Ji
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errSave
Foundation models for atomistic simulation of chemistry and materials
errNature Reviews Chemistry
IF51.7
err2026-02-11
err0
PREAI
errEric C.-Y. Yuan; Yunsheng Liu; Junmin Chen; Peichen Zhong; Sanjeev Raja; Tobias Kreiman; Santiago Vargas; Wenbin Xu; Martin Head-Gordon; Chao Yang; Samuel M. Blau; Bingqing Cheng; Aditi Krishnapriyan; Teresa Head-Gordon
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Benchmarking Foundation Potentials against Quantum Chemistry Methods for Predicting Molecular Redox Potentials
errPrecision Chemistry
IF6.2
err2026-01-01
err0
PREAI
errChen, Yicheng; Cheng, Lixue; Jing, Yan; Zhong, Peichen
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Machine learning interatomic potential can infer electrical response
errnpj Computational Materials
IF11.9
err2025-12-22
err0
errOAAI
errPeichen Zhong; Dongjin Kim; Daniel S. King; Bingqing Cheng
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Machine-Learning-Guided Insights into Solid-Electrolyte Interphase Conductivity: Are Amorphous Lithium Fluorophosphates the Key?
errACS ENERGY LETTERS
IF18.2
err2025-12-01
err0
PREAI
errZhong, Peichen; Persson, Kristin A.
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errSave
Cross-functional transferability in foundation machine learning interatomic potentials
errnpj Computational Materials
IF11.9
err2025-10-21
err0
errOAAI
errXu Huang; Bowen Deng; Peichen Zhong; Aaron D. Kaplan; Kristin A. Persson; Gerbrand Ceder
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errSave
Crystal structure prediction with host-guided inpainting generation and foundation potentials †
errMater. Horiz.
IF10.7
err2025-08-04
err0
PREAI
errPeichen Zhong; Xinzhe Dai; Bowen Deng; Gerbrand Ceder; Kristin Persson
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Harnessing Machine Learning to Enhance Transition State Search with Interatomic Potentials and Generative Models
errAdvanced Science
IF14.1
err2025-07-13
err0
errOAAI
errQiyuan Zhao; Yunhong Han; Duo Zhang; Jiaxu Wang; Peichen Zhong; Taoyong Cui; Bangchen Yin; Yirui Cao; Haojun Jia; Chenru Duan
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Oxygen Dimerization-Driven Cation Migration Induces Voltage Hysteresis in Disordered Rocksalt Cathodes
errJOURNAL OF THE AMERICAN CHEMICAL SOCIETY
IF15.6
err2024-12-19
err0
PREAI
errKim, Byunghoon; Zhong, Peichen; Choi, Yunyeong; Anand, Shashwat; Hau, Han-Ming; Deng, Bowen; Ceder, Gerbrand
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errSave
Deep learning of experimental electrochemistry for battery cathodes across diverse compositions
errJOULE
IF35.4
err2024-06-01
err1
PREAI
errZhong, Peichen; Deng, Bowen; He, Tanjin; Lun, Zhengyan; Ceder, Gerbrand
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errSave
The Limited Incorporation and Role of Fluorine in Mn-rich Disordered Rocksalt Cathodes
errACS ENERGY LETTERS
IF18.2
err2024-05-30
err0
errOAAI
errWu, Vincent C.; Zhong, Peichen; Ong, Julia; Yoshida, Eric; Kwon, Andrew; Ceder, Gerbrand; Clement, Raphaele J.
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errSave
Effect of Cation Disorder on Lithium Transport in Halide Superionic Conductors
errACS ENERGY LETTERS
IF18.2
err2024-05-16
err3
errOAAI
errZhong, Peichen; Gupta, Sunny; Deng, Bowen; Jun, Kyujung; Ceder, Gerbrand
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errSave
CHGNet as a pretrained universal neural network potential for charge-informed atomistic modelling
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-09-14
err152
errOAAI
errDeng, Bowen; Zhong, Peichen; Jun, KyuJung; Riebesell, Janosh; Han, Kevin; Bartel, Christopher J.; Ceder, Gerbrand
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Morphology Engineering in Multicomponent Hollow Metal
errACS NANO
IF16
err2023-02-17
err15
PREAI
errShen, Bo; Huang, Liliang; Hu, Xiaobing; Shen, Jiahong; Zhong, Peichen; Zheng, Cindy Y.; Wolverton, Chris; Mirkin, Chad A.
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Semigrand-canonical Monte-Carlo simulation methods for charge-decorated cluster expansions
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2023-02-01
err3
errOAAI
errXie, Fengyu; Zhong, Peichen; Barroso-Luque, Luis; Ouyang, Bin; Ceder, Gerbrand
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errSave
Optimizing Li-Excess Cation-Disordered Rocksalt Cathode Design Through Partial Li Deficiency
errADVANCED ENERGY MATERIALS
IF26
err2022-12-16
err6
errOAAI
errHuang, Liliang; Zhong, Peichen; Ha, Yang; Cai, Zijian; Byeon, Young-Woon; Huang, Tzu-Yang; Sun, Yingzhi; Xie, Fengyu; Hau, Han-Ming; Kim, Haegyeom; Balasubramanian, Mahalingam; McCloskey, Bryan D.; Yang, Wanli; Ceder, Gerbrand
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Oxygen Vacancy Introduction to Increase the Capacity and Voltage Retention in Li-Excess Cathode Materials
errSMALL STRUCTURES
IF11.3
err2022-11-23
err2
errOAAI
errHuang, Jianping; Zhong, Peichen; Ha, Yang; Lun, Zhengyan; Tian, Yaosen; Balasubramanian, Mahalingam; Yang, Wanli; Ceder, Gerbrand
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Cluster expansions of multicomponent ionic materials: Formalism and methodology
errPHYSICAL REVIEW B
IF3.7
err2022-10-12
err31
errOAAI
errBarroso-Luque, Luis; Zhong, Peichen; Yang, Julia H.; Xie, Fengyu; Chen, Tina; Ouyang, Bin; Ceder, Gerbrand
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An l0l2-norm regularized regression model for construction of robust cluster expansions in multicomponent systems
errPHYSICAL REVIEW B
IF3.7
err2022-07-25
err11
errOAAI
errZhong, Peichen; Chen, Tina; Barroso-Luque, Luis; Xie, Fengyu; Ceder, Gerbrand
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Research Directions

No research directions
Co-authors
Cooperation Journals
C
Chad A. Mirkin
H-index: 183 · Papers: 1.7K
G
Gerbrand Ceder
H-index: 166 · Papers: 1.1K
M
Martin Head‐Gordon
H-index: 130 · Papers: 1.0K
C
Chris Wolverton
H-index: 111 · Papers: 1.2K
K
Kristin A. Persson
H-index: 111 · Papers: 723
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