Scholar
Lixue Cheng
Google Scholar ID: hy_oauIAAAAJ
Assistant Professor, Hong Kong University of Science and Technology
Citations & Impact
Citations
880
H-index
12
i10-index
15
Publications
20
Co-authors
5
list available
Contact
Publications
Resume (English only)
Research Experience
- The AI for Physical Sciences Lab @ HKUST focuses on using the latest advances in artificial intelligence and quantum computing to create practical, reliable tools that tackle real-world scientific challenges.
Background
- Research interests include applying AI and deep learning to solve electronic structure problems; designing AI-assisted quantum algorithms for accelerating chemical discovery; developing a foundation model for computational chemistry via multi-scale, physics-informed models that integrate data-driven and physics-driven approaches; building experiment-friendly, open-source protocols.
Miscellany
- The lab emphasizes collaboration and community, striving to make their tools accessible and user-friendly for experimentalists and non-AI experts. They are also members of the IAS Center for Complex Quantum Systems and the IAS Center for AI for Scientific Discoveries.
