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Jihun Han

Robust Fourier Neural Networks

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Sep 03, 2024
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Stochastic approach for elliptic problems in perforated domains

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Mar 18, 2024
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Learning In-between Imagery Dynamics via Physical Latent Spaces

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Oct 14, 2023
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An analysis of the derivative-free loss method for solving PDEs

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Sep 28, 2023
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A Neural Network Approach for Homogenization of Multiscale Problems

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Jun 04, 2022
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Hierarchical Learning to Solve Partial Differential Equations Using Physics-Informed Neural Networks

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Jan 07, 2022
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A Derivative-Free Method for Solving Elliptic Partial Differential Equations with Deep Neural Networks

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Jan 17, 2020
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