Publications
$^{\dagger}$ equal contribution, $^{\ast}$ corresponding author
17. B. Deng, Y. Choi, P. Zhong, J. Riebeselle, S. Anand, Z. Li, K. Jun, G. Ceder*, “Overcoming systematic softening in universal machine learning interatomic potentials by fine‑tuning”, arXiv:2405.07105 (2024) [PDF]
16. V. Wu, P. Zhong, J. Ong, E. Yoshida, A. Kwon, G. Ceder, and R. J. Clément*, “The Limited Incorporation and Role of Fluorine in Mn-rich Disordered Rocksalt Cathodes”, ACS Energy Letters 9, 3027–3035 (2024) [PDF]
15. P. Zhong, S. Gupta, B. Deng, K. Jun, G. Ceder*, “The effect of cation‑disorder effects in lithium halide superionic conductors”, ACS Energy Letters 9, 2775-2781 (2024) [PDF]
14. P. Zhong$^{\ast}$, B. Deng, T. He, Z. Lun, and G. Ceder*, “Deep learning of experimental electrochemistry for battery cathodes across diverse compositions”, Joule 8, 1–18 (2024) [PDF]
13. P. Zhong$^{\dagger}$, F. Xie$^{\dagger}$, L. Barroso-Luque, L. Huang, and G. Ceder$^{\ast}$, “Modeling intercalation chemistry with multi-redox reactions by sparse lattice models in disordered rocksalt cathodes”, PRX Energy, 2, 043005 (2023) [PDF]
12. B. Deng, P. Zhong$^{\ast}$, K. Jun, J. Riebesell, K. Han, C. J. Bartel, and G. Ceder$^{\ast}$, “CHGNet as a pretrained universal neural network potential for charge-informed atomistic modeling”, Nature Machine Intelligence 5, 1031–1041 (2023) [PDF]
11. B. Shen$^{\dagger}$, L. Huang$^{\dagger}$, J. Shen, X. Hu, P. Zhong, C. Y. Zheng, C. Wolverton, and C. A. Mirkin$^{\ast}$, “Morphology Engineering in Multi-Component Hollow Metal Chalcogenide Nanoparticles”, ACS Nano 17, 4642–4649 (2023) [DOI]
10. L. Huang$^{\dagger}$, P. Zhong$^{\dagger}$, Y. Ha, Y.-W. Byeon, T.-Y. Huang, Z. Cai, F. Xie, Y. Sun, H. Kim, M. Balasubramanian, B. D. McCloskey, W. Yang, and G. Ceder$^{\ast}$, “Optimizing Li-Excess Cation-Disordered Rocksalt Cathode Design through Partial Li Deficiency”, Advanced Energy Materials 13, 2202345 (2023) [PDF]
9. F. Xie, P. Zhong, L. Barroso-Luque, B. Ouyang, and G. Ceder$^{\ast}$, “Semigrand-canonical Monte-Carlo simulation methods for charge-decorated cluster expansions”, Computational Materials Science 218, 112000 (2023) [PDF]
8. J. Huang, P. Zhong, Y. Ha, Z. Lun, Y. Tian, M. Balasubramanian, W. Yang, and G. Ceder$^{\ast}$, “Oxygen vacancy introduction to increase the capacity and voltage retention in Li excess cathode materials”, Small Structures 4, 2200343 (2023) [PDF]
7. L. Barroso-Luque, P. Zhong, J. H. Yang, T. Chen, F. Xie, B. Ouyang, and G. Ceder$^{\ast}$, “Cluster expansions of multi-component oxides: Formalism and methods ”, Phys. Rev. B 106, 144202 (2022) [PDF]
6. L. Barroso-Luque, J. H. Yang, F. Xie, T. Chen, R. L. Kam, Z. Jadidi, P. Zhong, and G. Ceder$^{\ast}$, “smol: A Python package for cluster expansions and beyond”, Journal of Open Source Software 7, 4504 (2022) [DOI]
5. P. Zhong, T. Chen, L. Barroso-Luque, F. Xie, and G. Ceder$^{\ast}$, An $\ell_0\ell_2$-norm regularized regression model for construction of robust cluster expansion in multicomponent systems, Phys. Rev. B 106, 024203 (2022) [PDF]
4. Y. Chen, C. J. Bartel, M. Avdeev, Y.-Q. Zhang, J. Liu, P. Zhong, G. Zeng, Z. Cai, H. Kim, H. Ji, and G. Ceder$^{\ast}$, Solid-State Calcium-Ion Diffusion in Ca1.5Ba0.5Si5O3N6, Chem. Mater. 34, 128 (2022) [PDF]
3. J. Huang, P. Zhong, Y. Ha, D. Kwon, M. J. Crafton, Y. Tian, M. Balasubramanian, B. D. McCloskey, W. Yang, and G. Ceder$^{\ast}$, Non-Topotactic Reactions Enable High Rate Capability in Li-Rich Cathode Materials, Nature Energy 6, 706 (2021) [PDF]
2. P. Zhong$^{\dagger}$, Z. Cai$^{\dagger}$, Y. Zhang, R. Giovine, B. Ouyang, G. Zeng, Y. Chen, R. Clément, Z. Lun, and G. Ceder$^{\ast}$, Increasing Capacity in Disordered Rocksalt Cathodes by Mg Doping, Chem. Mater. 32, 10728 (2020) [PDF]
1. P. Zhong, Y. Ren, Y. Han, L. Zhang$^{\ast}$, and Z. Qiao$^{\ast}$, In-Plane Magnetization-Induced Quantum Anomalous Hall Effect in Atomic Crystals of Group-V Elements, Phys. Rev. B 96, 241103 (2017) [PDF]