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Zhihao LI

Ph.D. Candidate

Data Science and Analytics Thrust, Information Hub

The Hong Kong University of Science and Technology (Guangzhou)

[E-mail] [Google-Scholar] [Github] [DBLP]

About


I am a third-year Ph.D. student in the Data Science and Analytics ThrustInformation Hub, at The Hong Kong University of Science and Technology (Guangzhou), supervised by Prof. Wei Wang and co-supervised by Prof. Zhilu Lai.

My research focuses on AI for Science, particularly AI for PDEs, which involves leveraging machine learning to solve partial differential equations (PDEs) in interdisciplinary applications. My interests include techniques such as Physics-Informed Neural Networks (PINNs) and Neural Operators, as well as integrating traditional numerical methods with neural PDE solvers.

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Research Highlights

🌟 Selected Projects


🌀 AMG: Neural Operator Framework for PDEs on Arbitrary Geometries

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GitHub - lizhihao2022/AMG: [KDD 2025] Harnessing Scale and Physics: A Multi-Graph Neural Operator Framework for PDEs on Arbitrary Geometries

🕶️ Awesome AI4PDE

GitHub - lizhihao2022/Awesome-AI4PDE

Awesome AI4PDE