Sparse discovery of differential equations based on multi-fidelity Gaussian process

Authors: Meng, Yuhuang, Qiu, Yue

Subject Terms: Mathematics - Numerical Analysis, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2401.11825

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Koopman operator learning using invertible neural networks

Authors: Meng, Yuhuang, Huang, Jianguo, Qiu, Yue

Source: Journal of Computational Physics 2024

Subject Terms: Mathematics - Numerical Analysis, Computer Science - Machine Learning, 65Mxx (Primary), 68Txx (Secondary), I.2.6

Access URL: http://arxiv.org/abs/2306.17396

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