KoopmanLab: machine learning for solving complex physics equations

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KoopmanLab: machine learning for solving complex physics equations

APL Machine Learning (AML), 2023

3 January 2023

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Papers citing "KoopmanLab: machine learning for solving complex physics equations"

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Title
STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting Hao Chen Tao Han J. Zhang Song Guo Wenlong Zhang AI4Cl 137 0 0 21 Sep 2025
Data-driven quantum Koopman method for simulating nonlinear dynamics Baoyang Zhang Zhen Lu Yaomin Zhao Yue Yang 75 2 0 29 Jul 2025
A novel Fourier neural operator framework for classification of multi-sized images: Application to three dimensional digital porous media Ali Kashefi T. Mukerji AI4CE 266 8 0 18 Feb 2024
Solving High-Dimensional PDEs with Latent Spectral ModelsInternational Conference on Machine Learning (ICML), 2023 Haixu Wu Tengge Hu Huakun Luo Jianmin Wang Mingsheng Long AI4CE 353 73 0 30 Jan 2023
Forecasting Sequential Data using Consistent Koopman AutoencodersInternational Conference on Machine Learning (ICML), 2020 Omri Azencot N. Benjamin Erichson Vanessa Lin Michael W. Mahoney AI4TS AI4CE 408 180 0 04 Mar 2020