Upcoming
[04/2025] I will be attending the Molecular Dynamics for Material Science Workshop from April 7-11, 2025, at the Lorentz Center in Leiden, Netherlands. Welcome to discuss science!
[03/2025] We are hosting a symposium on Generative Modeling for Chemistry, Biology, and Material Discovery at the ACS Spring 2025 meeting. Welcome to join & discuss science! [link]
[01/2025] I will be attending the Global Young Scientists Summit held at the National University of Singapore from Jan 06-11, 2025. Welcome to discuss science! [link]
Past
[08/2024] I presented a symposium talk at 2024 Molecular Foundry Annual User Meeting.
[07/2024] I attended the Gordon Research Conference on Computational Materials Science and presented our recent works on cluster expansion, machine learning potential, and generative models.
[06/2024] Our work “Inpainting crystal structure generations with score-based denoising” is accepted by ICML 2024 AI for Science Workshop.
[05/2024] I presented a webinar talk entitled “Modeling intercalation voltage profiles: learning from first principles and experiments” at the Battery Modeling Webinar Series.
[03/2024] I presented the work on cation-disorder effects on lithium transport in halide superionic conductors at APS March Meeting 2024.
[02/2024] I presented our work on AI for batteries (DRXNet and CHGNet) at the Gordon Research Conference/Seminar on Batteries in Ventura CA.
[02/2024] I will join BIDMaP at UC Berkeley as a Postdoctoral Research Fellow, working with Kristin Persson and Aditi Krishnapriyan on ML/AI for materials science to address the climate change.
[12/2023] I presented a seminar talk “Advancing simulation and learning for complex energy materials” at Bakar Institute of Digital Materials for the Planet, UC Berkeley [link]
[12/2023] I presented an invited talk “Advancing simulation and learning for complex energy materials: from lattice model to CHGNet” at The 7th Forum of Materials Genome Engineering, Chongqing, China (virtual)
[11/2023] I presented “Deep Learning of Experimental Electrochemistry for Battery Cathodes Across Diverse Compositions” at MRS Fall 2023, Dec 1, 2023, 2:30pm - 2:45pm, Hynes, Level 3, Room 304
[11/2023] I presented “Modeling Phase Transformation in Complex Oxides with Charge-Informed Interatomic Potential” at MRS Fall 2023, Nov 28, 2023, 10:45am - 11:00am, Sheraton, Second Floor, Back Bay A
[11/2023] I presented an invited talk “Computational modeling of multicomponent disordered rocksalt cathodes” at Mitra Chem.
[10/2023] I am selected as a participant in the “Rising Stars in Materials Science and Engineering Workshop” held by DMSE of CMU/MIT/Stanford. [link]
[10/2023] I presented an invited webinar talk entitled “Computational modeling of Li-ion battery cathodes: from Stat-Mech to AI models”, Youth Forum in Science at KouShare (in Chinese, virtual). [doi]
[09/2023] CHGNet is selected as the cover of Nature Machine Intelligence! [link]
[08/2023] I submitted my dessertation to the Graduate Division. Phinally Done!
[07/2023] Our work on modeling intercalation chemistry is available online. [arXiv] [demo]
[04/2023] Our work on AI for Electrochemistry is available online. [arXiv]
[03/2023] Welcome to my MRS Spring 2023 presentation: “Modeling High-Entropy Intercalation Cathodes with Sparse Lattice Models”. 11:45am - 12:00pm April 13, 2023.
[03/2023] Welcome to my MRS Spring 2023 presentation: “Deep learning of multi-component cathode electrochemistry from experiments”. 9:30am - 9:45am April 13, 2023.
[03/2023] Our work on charge-informed machine learning interatomic potential is available online. [arXiv]
[02/2023] I will attend the 2023 APS GERA Energy Workshop and present the work on multi-redox reactions modeling by sparse lattice models (Best Poster Award). [poster]
[02/2023] Welcome to my APS March Meeting 2023 presentation: “Modeling intercalation chemistry with multi-redox reactions by sparse lattice models”. Session F45, March 07, 2023, 9:36 AM–9:48 AM.
[11/2022] Welcome to my MRS Fall 2022 poster presentation: “Deep learning of multi-component cathode electrochemistry from experiments”. DS03.12, November 30, 2022 (Best Poster Award Nominee).
[05/2022] I presented my MRS Spring 2022 talk: “Construction of robust lattice model in multicomponent disordered cathode materials”, Honolulu, Hawaii, May 2022.