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Improved training of physics-informed neural networks for parabolic differential equations with sharply perturbed initial conditions - MaRDI portal

Improved training of physics-informed neural networks for parabolic differential equations with sharply perturbed initial conditions (Q6171154)

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scientific article; zbMATH DE number 7725675
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Improved training of physics-informed neural networks for parabolic differential equations with sharply perturbed initial conditions
scientific article; zbMATH DE number 7725675

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    Improved training of physics-informed neural networks for parabolic differential equations with sharply perturbed initial conditions (English)
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    11 August 2023
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    physics-informed neural networks
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    inverse problems
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    backward advection-dispersion equations
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    deep neural network training
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    importance sampling
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    parabolic equations
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