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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 101–110 of 347 papers

TitleStatusHype
Discretization Error of Fourier Neural Operators—0
ELM-DeepONets: Backpropagation-Free Training of Deep Operator Networks via Extreme Learning Machines—0
Energy-Dissipative Evolutionary Deep Operator Neural Networks—0
TANTE: Time-Adaptive Operator Learning via Neural Taylor Expansion—0
Ensemble models outperform single model uncertainties and predictions for operator-learning of hypersonic flows—0
Component Fourier Neural Operator for Singularly Perturbed Differential Equations—0
DIMON: Learning Solution Operators of Partial Differential Equations on a Diffeomorphic Family of Domains—0
Accelerated parallel MRI using memory efficient and robust monotone operator learning (MOL)—0
Nonparametric Sparse Online Learning of the Koopman Operator—0
DimOL: Dimensional Awareness as A New 'Dimension' in Operator Learning—0
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