N. Sukumar's Publications

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Enforcing Dirichlet boundary conditions in physics-informed neural networks and variational physics-informed neural networks

S. Berrone, C. Canuto, M. Pintore, and N. Sukumar. Enforcing Dirichlet boundary conditions in physics-informed neural networks and variational physics-informed neural networks. Heliyon, 9:e18820, 2023.

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Abstract

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@article{Berrone:2023:EDB,
        author = "S. Berrone and C. Canuto and M. Pintore and N. Sukumar",
        title  = "Enforcing Dirichlet boundary conditions in physics-informed neural 
                  networks and variational physics-informed neural networks",
        journal = {Heliyon},
  	year   = 2023,
        volume = {9},
        pages = {e18820},
        bib2html_dl_pdf = "http://arxiv.org/abs/2210.14795",
        bib2html_pubtype = {Journal},
        bib2html_rescat =  {Physics-Informed Neural Networks (PINNs)}
}

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