N. Sukumar's Publications

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A Wachspress-based transfinite formulation for exactly enforcing Dirichlet boundary conditions on convex polygonal domains in physics-informed neural networks

N. Sukumar and R. Roy. A Wachspress-based transfinite formulation for exactly enforcing Dirichlet boundary conditions on convex polygonal domains in physics-informed neural networks. , 2026. arXiv Preprint: 2601.01756

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Abstract

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@article{Sukumar:2026:WSP,
        author = "N. Sukumar and R. Roy",
        title  = {A {Wachspress-based} transfinite formulation for exactly 
                  enforcing {Dirichlet} boundary conditions on convex 
                  polygonal domains in physics-informed neural networks},
        note =   {arXiv Preprint: 2601.01756},
        year = {2026},
        journal = {},
        bib2html_dl_pdf = "http://arxiv.org/abs/2601.01756",
        bib2html_pubtype = {Journal},
        bib2html_rescat =  {Physics-Informed Neural Networks (PINNs)}
}

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