Xu Huang

Publications

Tanjin He; Aikaterini Vriza; Logan Ward; Xu Huang; Yiming Chen; Anubhav Jain; Gerbrand Ceder; Rajeev S. Assary; Ian T. Foster; Maria K. Y. Chan
Journal Article, 2026
Yuxing Fei; Bernardus Rendy; Xiaochen Yang; Junhee Woo; Xu Huang; Chang Li; Shilong Wang; David Milsted; Yan Zeng; Gerbrand Ceder
Journal Article, 2026
Xu Huang; Bowen Deng; Peichen Zhong; Aaron D. Kaplan; Kristin A. Persson; Gerbrand Ceder
Journal Article, 2025
Bio/CV: 

Xu Huang is a Ph.D. student in Materials Science and Engineering at UC Berkeley, working with Prof. Gerbrand Ceder. Her research focuses on building self-evolving large language model agents for scientific discovery and foundation machine learning interatomic potentials. She holds a Bachelor's degree in Chemical Engineering from Shanghai Jiao Tong University, where she worked with Prof. Yulian He, Prof. Cheng Hua, and Prof. Yiming Mo (Zhejiang University) on AI for catalyst design and retrosynthesis. She also worked with Prof. Philippe Schwaller at EPFL on multi-modal transformers and agentic systems for scientific research.