most citedKernel Neural Operators (KNOs) for Scalable, Memory-efficient, Geometrically-flexible Operator Learning

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math.NA2025

An Optimal Weighted Least-Squares Method for Operator Learning

John Turnage, Matthew Lowery, John Jakeman +3

We consider the problem of learning an unknown, possibly nonlinear operator between separable Hilbert spaces from supervised data. Inputs are drawn from a prescribed probability me…