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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 21–30 of 347 papers

TitleStatusHype
Diffeomorphism Neural Operator for various domains and parameters of partial differential equationsCode1
Basis-to-Basis Operator Learning Using Function EncodersCode1
Continuum Attention for Neural OperatorsCode1
Choose a Transformer: Fourier or GalerkinCode1
Fast PDE-constrained optimization via self-supervised operator learningCode1
Fast Sampling of Diffusion Models via Operator LearningCode1
Adaptive Fourier Neural Operators: Efficient Token Mixers for TransformersCode1
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context LearningCode1
A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary GeometriesCode1
An enrichment approach for enhancing the expressivity of neural operators with applications to seismologyCode1
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