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Proceedings

  1. PETScML: Second-Order Solvers for Training Regression Problems in Scientific Machine Learning
    Stefano Zampini, UZ, George Turkyyiah, David Elliot Keyes PASC’24, 2024 [pdf,cite]

  2. PINNs and GaLS: A Priori Error Estimates for Shallow Physics Informed Neural Networks Applied to Elliptic Problems UZ IFAC-PapersOnLine, 2022 [pdf,cite]