CHGNet as a pretrained universal neural network potential for charge-informed atomistic modelling B Deng, P Zhong*, KJ Jun, J Riebesell, K Han, CJ Bartel, G Ceder* Nature Machine Intelligence 5 (9), 1031-1041, 2023 | 125 | 2023 |
Non-topotactic reactions enable high rate capability in Li-rich cathode materials J Huang, P Zhong, Y Ha, DH Kwon, MJ Crafton, Y Tian, ... Nature Energy 6 (7), 706-714, 2021 | 80 | 2021 |
In-plane magnetization-induced quantum anomalous Hall effect in atomic crystals of group-V elements P Zhong, Y Ren, Y Han, L Zhang, Z Qiao Physical Review B 96 (24), 241103, 2017 | 34 | 2017 |
Cluster expansions of multicomponent ionic materials: Formalism and methodology L Barroso-Luque, P Zhong, JH Yang, F Xie, T Chen, B Ouyang, G Ceder Physical Review B 106 (14), 144202, 2022 | 30 | 2022 |
Increasing capacity in disordered rocksalt cathodes by Mg doping P Zhong†, Z Cai†, Y Zhang, R Giovine, B Ouyang, G Zeng, Y Chen, ... Chemistry of Materials 32 (24), 10728-10736, 2020 | 25 | 2020 |
smol: A Python package for cluster expansions and beyond L Barroso-Luque, JH Yang, F Xie, T Chen, RL Kam, Z Jadidi, P Zhong, ... Journal of Open Source Software 7 (77), 4504, 2022 | 16 | 2022 |
An -norm regularized regression model for construction of robust cluster expansions in multicomponent systems P Zhong, T Chen, L Barroso-Luque, F Xie, G Ceder Physical Review B 106 (2), 024203, 2022 | 13 | 2022 |
Morphology engineering in multicomponent hollow metal chalcogenide nanoparticles B Shen, L Huang, J Shen, X Hu, P Zhong, CY Zheng, C Wolverton, ... ACS nano 17 (5), 4642-4649, 2023 | 11 | 2023 |
Solid-State Calcium-Ion Diffusion in Ca1.5Ba0.5Si5O3N6 Y Chen, CJ Bartel, M Avdeev, YQ Zhang, J Liu, P Zhong, G Zeng, Z Cai, ... Chemistry of Materials 34 (1), 128-139, 2021 | 10 | 2021 |
Optimizing Li‐Excess Cation‐Disordered Rocksalt Cathode Design Through Partial Li Deficiency L Huang†, P Zhong†, Y Ha, Z Cai, YW Byeon, TY Huang, Y Sun, F Xie, ... Advanced Energy Materials 13 (4), 2202345, 2023 | 9 | 2023 |
Oxygen Vacancy Introduction to Increase the Capacity and Voltage Retention in Li‐Excess Cathode Materials J Huang, P Zhong, Y Ha, Z Lun, Y Tian, M Balasubramanian, W Yang, ... Small Structures 4 (1), 2200343, 2023 | 6 | 2023 |
Modeling Intercalation Chemistry with Multiredox Reactions by Sparse Lattice Models in Disordered Rocksalt Cathodes P Zhong, F Xie, L Barroso-Luque, L Huang, G Ceder PRX Energy 2, 043005, 2023 | 5 | 2023 |
Semigrand-canonical Monte-Carlo simulation methods for charge-decorated cluster expansions F Xie, P Zhong, L Barroso-Luque, B Ouyang, G Ceder Computational Materials Science 218, 112000, 2023 | 5* | 2023 |
Overcoming systematic softening in universal machine learning interatomic potentials by fine-tuning B Deng, Y Choi, P Zhong, J Riebesell, S Anand, Z Li, KJ Jun, KA Persson, ... arXiv preprint arXiv:2405.07105, 2024 | 2 | 2024 |
Foundational Machine Learning Interatomic Potential to Study Li-Ion Battery Cathode Phase Transformation with Charge Transfer B Deng, P Zhong, KJ Jun, J Riebesell, K Han, CJ Bartel, G Ceder PRiME 2024 (October 6-11, 2024), 2024 | | 2024 |
Inpainting crystal structure generations with score-based denoising X Dai, P Zhong*, B Deng, Y Chen, G Ceder ICML 2024 AI for Science Workshop, 2024 | | 2024 |
The Limited Incorporation and Role of Fluorine in Mn-rich Disordered Rocksalt Cathodes VC Wu, P Zhong, J Ong, E Yoshida, A Kwon, G Ceder, RJ Clément ACS Energy Letters 9, 3027-3035, 2024 | | 2024 |
Deep learning of experimental electrochemistry for battery cathodes across diverse compositions P Zhong, B Deng, T He, Z Lun, G Ceder Joule 8, 1-18, 2024 | | 2024 |
Effect of Cation Disorder on Lithium Transport in Halide Superionic Conductors P Zhong, S Gupta, B Deng, KJ Jun, G Ceder ACS Energy Letters 9, 2775-2781, 2024 | | 2024 |
Revealing cation-disorder effects on lithium transport in halide superionic conductors P Zhong, S Gupta, B Deng, KJ Jun, G Ceder Bulletin of the American Physical Society, 2024 | | 2024 |