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Investigating and Mitigating Failure Modes in Physics-Informed Neural Networks (PINNs) - MaRDI portal

Investigating and Mitigating Failure Modes in Physics-Informed Neural Networks (PINNs) (Q6111307)

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scientific article; zbMATH DE number 7708294
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Investigating and Mitigating Failure Modes in Physics-Informed Neural Networks (PINNs)
scientific article; zbMATH DE number 7708294

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    Investigating and Mitigating Failure Modes in Physics-Informed Neural Networks (PINNs) (English)
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    6 July 2023
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    constrained optimization
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    Lagrangian multiplier method
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    Stokes equation
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    convection equation
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    convection-dominated convection-diffusion equation
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    heat transfer in composite medium
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    lid-driven cavity problem
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