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Alexey O. Malkhanov

About rectified sigmoid function for enhancing the accuracy of Physics-Informed Neural Networks

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Dec 30, 2024
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Are Two Hidden Layers Still Enough for the Physics-Informed Neural Networks?

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Dec 26, 2024
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Separable Physics-Informed Neural Networks for the solution of elasticity problems

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Jan 24, 2024
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About optimal loss function for training physics-informed neural networks under respecting causality

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Apr 05, 2023
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