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

From MaRDI portal
scientific article; zbMATH DE number 7725675
Language Label Description Also known as
English
Improved training of physics-informed neural networks for parabolic differential equations with sharply perturbed initial conditions
scientific article; zbMATH DE number 7725675

    Statements

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

    Identifiers