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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 191–200 of 347 papers

TitleStatusHype
Nonparametric Sparse Online Learning of the Koopman Operator—0
Nonparametric Control Koopman Operators—0
Learning Flame Evolution Operator under Hybrid Darrieus Landau and Diffusive Thermal Instability—0
Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric spaceCode0
Discretization Error of Fourier Neural Operators—0
BiLO: Bilevel Local Operator Learning for PDE inverse problemsCode0
Error analysis for finite element operator learning methods for solving parametric second-order elliptic PDEsCode0
Neural Operator induced Gaussian Process framework for probabilistic solution of parametric partial differential equations—0
MD-NOMAD: Mixture density nonlinear manifold decoder for emulating stochastic differential equations and uncertainty propagation—0
A Hybrid Kernel-Free Boundary Integral Method with Operator Learning for Solving Parametric Partial Differential Equations In Complex Domains—0
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