Publications

Google Scholar | Download BibTeX

20 PDF Oxygen Dimerization-Driven Cation Migration Induces Voltage Hysteresis in Disordered Rocksalt Cathodes.
Byunghoon Kim, Peichen Zhong, Yunyeong Choi, Shashwat Anand, Han-Ming Hau, Bowen Deng, and Gerbrand Ceder.
Journal of the American Chemical Society 147, 223--233 (2025)
19 PDF Systematic softening in universal machine learning interatomic potentials.
Bowen Deng, Yunyeong Choi, Peichen Zhong, Janosh Riebesell, Shashwat Anand, Zhuohan Li, KyuJung Jun, Kristin A. Persson, and Gerbrand Ceder.
npj Computational Materials 11, 9 (2025)
18 PDF Effect of Cation Disorder on Lithium Transport in Halide Superionic Conductors.
Peichen Zhong, Sunny Gupta, Bowen Deng, KyuJung Jun, and Gerbrand Ceder.
ACS Energy Letters 9, 2775--2781 (2024)
17 PDF The Limited Incorporation and Role of Fluorine in Mn-rich Disordered Rocksalt Cathodes.
Vincent C Wu, Peichen Zhong, Julia Ong, Eric Yoshida, Andrew Kwon, Gerbrand Ceder, and Raphaele J. Clement.
ACS Energy Letters 9, 3027--3035 (2024)
16 PDF Deep learning of experimental electrochemistry for battery cathodes across diverse compositions.
Peichen Zhong, Bowen Deng, Tanjin He, Zhengyan Lun, and Gerbrand Ceder.
Joule 8, 1837-1854 (2024)
15 PDF Learning charges and long-range interactions from energies and forces.
Dongjin Kim, Daniel King, Peichen Zhong, and Bingqing Cheng.
arXiv:2412.15455, (2024)
14 PDF Inpainting crystal structure generations with score-based denosing.
Xinzhe Dai, Peichen Zhong, Bowen Deng, Yifan Chen, and Gerbrand Ceder.
ICML 2024 AI for Science Workshop, (2024)
13 PDF CHGNet as a pretrained universal neural network potential for charge-informed atomistic modeling .
Bowen Deng, Peichen Zhong, KyuJung Jun, Janosh Riebesell, Kevin Han, Christopher J. Bartel, and Gerbrand Ceder.
Nature Machine Intelligence 5, 1031--1041 (2023)
12 PDF Morphology Engineering in Multicomponent Hollow Metal Chalcogenide Nanoparticles.
Bo Shen, Liliang Huang, Jiahong Shen, Xiaobing Hu, Peichen Zhong, Cindy Y. Zheng, Chris Wolverton, and Chad A. Mirkin.
ACS Nano 17, 4642--4649 (2023)
11 PDF Semigrand-canonical Monte-Carlo simulation methods for charge-decorated cluster expansions.
Fengyu Xie, Peichen Zhong, Luis Barroso-Luque, Bin Ouyang, and Gerbrand Ceder.
Computational Materials Science 218, 112000 (2023)
10 PDF Optimizing Li‐Excess Cation‐Disordered Rocksalt Cathode Design Through Partial Li Deficiency.
Liliang Huang, Peichen Zhong, Yang Ha, Zijian Cai, Young‐Woon Byeon, Tzu‐Yang Huang, Yingzhi Sun, Fengyu Xie, Han‐Ming Hau, Haegyeom Kim, Mahalingam Balasubramanian, Bryan D. McCloskey, Wanli Yang, and Gerbrand Ceder.
Advanced Energy Materials 13, 2202345 (2023)
9 PDF Oxygen Vacancy Introduction to Increase the Capacity and Voltage Retention in Li‐Excess Cathode Materials.
Jianping Huang, Peichen Zhong, Yang Ha, Zhengyan Lun, Yaosen Tian, Mahalingam Balasubramanian, Wanli Yang, and Gerbrand Ceder.
Small Structures 4, 2200343 (2023)
8 PDF Modeling intercalation chemistry with multi-redox reactions by sparse lattice models in disordered rocksalt cathodes.
Peichen Zhong, Fengyu Xie, Luis Barroso-Luque, Liliang Huang, and Gerbrand Ceder.
PRX Energy 2, 043005 (2023)
7 PDF Cluster expansions of multi-component oxides: Formalism and methods .
Luis Barroso-Luque, Peichen Zhong, Julia H Yang, Tina Chen, Fengyu Xie, Bin Ouyang, and Gerbrand Ceder.
Phys. Rev. B 106, 144202 (2022)
6 PDF smol: A Python package for cluster expansions and beyond.
Luis Barroso-Luque, Julia H Yang, Fengyu Xie, Tina Chen, Ronald L Kam, Zinab Jadidi, Peichen Zhong, and Gerbrand Ceder.
Journal of Open Source Software 7, 4504 (2022)
5 PDF An \(\ell_0\ell_2\)-norm regularized regression model for construction of robust cluster expansion in multicomponent systems .
Peichen Zhong, Tina Chen, Luis Barroso-Luque, Fengyu Xie, and Gerbrand Ceder.
Phys. Rev. B 106, 024203 (2022)
4 PDF Solid-State Calcium-Ion Diffusion in Ca1.5Ba0.5Si5O3N6.
Yu Chen, Christopher J. Bartel, Maxim Avdeev, Ya-Qian Zhang, Jue Liu, Peichen Zhong, Guobo Zeng, Zijian Cai, Haegyeom Kim, Huiwen Ji, and Gerbrand Ceder.
Chemistry of Materials 34, 128--139 (2022)
3 PDF Non-topotactic reactions enable high rate capability in Li-rich cathode materials.
Jianping Huang, Peichen Zhong, Yang Ha, Deok-Hwang Kwon, Matthew J Crafton, Yaosen Tian, Mahalingam Balasubramanian, Bryan D. McCloskey, Wanli Yang, and Gerbrand Ceder.
Nature Energy 6, 706--714 (2021)
2 PDF Increasing Capacity in Disordered Rocksalt Cathodes by Mg Doping.
Peichen Zhong, Zijian Cai, Yaqian Zhang, Raynald Giovine, Bin Ouyang, Guobo Zeng, Yu Chen, Raphaele Clement, Zhengyan Lun, and Gerbrand Ceder.
Chemistry of Materials 32, 10728--10736 (2020)
1 PDF In-plane magnetization-induced quantum anomalous Hall effect in atomic crystals of group-V elements.
Peichen Zhong, Yafei Ren, Yulei Han, Liyuan Zhang, and Zhenhua Qiao.
Phys. Rev. B 96, 241103 (2017)