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Derivative-Informed Operator Learning

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  1. TOOL · CL_231499 ·

    New Theory Enables Learning of Nonlinear Operators and Derivatives

    Researchers have established the first Universal Approximation Theorems (UATs) for k-times differentiable nonlinear operators and their derivatives. This breakthrough, detailed in a recent arXiv paper, extends foundatio…