2022-2025 Ph.D. Academy of Mathematics and Systems Science, CAS

2018-2021 M.S. Academy of Mathematics and Systems Science, CAS

2014-2018 BBA Wuhan University

2025.7- post-doctoral Tsinghua University

1.Machine Learning with Differential Equations

2.Uncertainty Quantification in Machine Learning

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1. S. Xiao, J. Zhang and Y. Tang. Generalized Lagrangian Neural Networks. Communications in Computational Physics, 39(1), 59-77, 2025.

2. S. Xiao, P. Jin and Y. Tang. A deformation-based framework for learning solution mappings of PDEs defined on varying domains. arXiv preprint arXiv:2412.01379, 2024.

3. S. Xiao, M. Chen, R. Zhang and Y. Tang. Structure-Preserving Recurrent Neural Networks for a Class of Birkhoffian Systems. Journal of Systems Science and Complexity, 37, 441–462, 2024.