research
publications are in reverse chronological order for featured research
Research Softwares
Interatomic Potential for Materials Science
2023 - 2025This project focuses on developing machine learning interatomic potential, especially using an equivariant graph neural network.
Better Batteries: Dendrite Inhibition
2021 - 2025This project focuses on solving one of the biggest bottlenecks of rechargeable metal batteries: short-circuiting.
2024
- Residual stress development in lattice mismatched epitaxial thin films via atomic and molecular layer depositionsJournal of the Mechanics and Physics of Solids, 2024
- High-entropy Strategy to Suppress Volumetric Strain and Enhance Diffusion Rate of Na3V2(PO4)2F3 Cathode for Durable and High-areal-capacity Zinc-ion Battery Pouch CellsNano Energy, 2024
2023
- Engineering Chemo-Mechanical Properties of Zn Surfaces via Alucone CoatingThe Journal of Physical Chemistry C, 2023
Supercapacitor
2019 - 2024This project focuses on the development and optimization of supercapacitors, a crucial technology for energy storage systems.
2024
- Effects of Crumpling Stage and Porosity of Graphene Electrode on the Performance of Electrochemical SupercapacitorThe Journal of Physical Chemistry B, 2024PMID: 39313986
2020
- Electrode surface modification of graphene-MnO2 supercapacitors using molecular dynamics simulationsJournal of Molecular Modeling, Aug 2020