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ZitiLiu/README.md

👋 Hi, I'm Ziti Liu — a Ph.D. student (combined Master-Ph.D. program, currently in my 4th year) in Computer Science and Technology at the School of Advanced Interdisciplinary Sciences, University of Chinese Academy of Sciences, co-advised by the Institute of Automation, the Institute of Mechanics and TsingHua University. My research focuses on AI for Science, including both traditional Physics-Informed Neural Networks (PINNs) and the application of Large Language Models (LLMs) in neural network architecture design for scientific problems, especially for PDE solving.

More details at my homepage

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  1. Psi-NN Psi-NN Public

    This is the source code for paper “Automatic Network Structure Discovery of Physics Informed Neural Networks via Knowledge Distillation”

    Jupyter Notebook 38 8

  2. AsPINN-Adaptive-symmetry-recomposition-PINN AsPINN-Adaptive-symmetry-recomposition-PINN Public

    It is a code repository for paper AsPINN: Adaptive symmetry-recomposition PINN

    Python 4 2