Peichen Zhong

Presentation History

2024 MRS Fall Meeting & Exhibit

Potential Energy Surface Softening in Universal Machine Learning Interatomic Potentials

Dec 6, 2024, 11:15 AM

2023 MRS Fall Meeting

Deep Learning of Experimental Electrochemistry for Battery Cathodes Across Diverse Compositions

Dec 1, 2023, 2:30 PM

2023 MRS Fall Meeting

Modeling Phase Transformation in Complex Oxides with Charge-Informed Interatomic Potential

Nov 28, 2023, 10:45 AM

2023 MRS Spring Meeting

Modeling High-Entropy Intercalation Cathodes with Sparse Lattice Models

Apr 13, 2023, 11:00 AM

2023 MRS Spring Meeting

Deep Learning of Multi-Component Cathode Electrochemistry from Experiments

Apr 13, 2023, 9:30 AM

2023 MRS Spring Meeting

CHGNet: Pretrained Neural Network Potential for Fast and Accurate Charge-constrained Molecular Dynamics

Apr 12, 2023, 11:00 AM

2022 MRS Fall Meeting

Data-Driven Approaches to the Electrochemistry of Multi-Component Cathode Materials

Nov 30, 2022, 8:00 PM

2022 MRS Fall Meeting

High-Component Ionic Cluster Expansions for Exploring Disordered Spaces

Nov 30, 2022, 4:00 PM

2022 MRS Spring Meeting

Computational and Machine Learning Approach to Electrochemistry of Disordered Rocksalt Cathode Materials

May 8, 2022, 10:45 AM