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Mingtao Xia

A local squared Wasserstein-2 method for efficient reconstruction of models with uncertainty

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Jun 10, 2024
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An efficient Wasserstein-distance approach for reconstructing jump-diffusion processes using parameterized neural networks

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Jun 03, 2024
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Squared Wasserstein-2 Distance for Efficient Reconstruction of Stochastic Differential Equations

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Jan 21, 2024
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A Spectral Approach for Learning Spatiotemporal Neural Differential Equations

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Sep 28, 2023
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Spectrally Adapted Physics-Informed Neural Networks for Solving Unbounded Domain Problems

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Feb 06, 2022
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