N. Sukumar's Publications

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FO-PINNs: A first-order formulation for physics informed neural networks,

R. J. Gladstone, M. A. Nabian, N. Sukumar, A. Srivastava, and H. Meidani. FO-PINNs: A first-order formulation for physics informed neural networks,. Engineering Analysis with Boundary Elements, 174:106161, 2025.

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Abstract

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@article{Gladstone:2025:FOP,
        author = "R. J. Gladstone and M. A. Nabian and N. Sukumar and
                  A. Srivastava and H. Meidani",
        title  = "FO-PINNs: A first-order formulation for physics informed neural networks,"
        journal = EABE,
  	year   = 2025,
        volume = {174},
        pages = {106161},
        bib2html_dl_pdf = "http://arxiv.org/abs/2210.14320",
        bib2html_pubtype = {Journal},
        bib2html_rescat =  {Physics-Informed Neural Networks (PINNs)}
}

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