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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 321–330 of 347 papers

TitleStatusHype
Improved Model based Deep Learning using Monotone Operator Learning (MOL)—0
Solving PDE-constrained Control Problems Using Operator Learning—0
Physics-Informed Neural Operator for Learning Partial Differential EquationsCode1
Fast PDE-constrained optimization via self-supervised operator learningCode1
Improved architectures and training algorithms for deep operator networksCode1
Efficient Token Mixing for Transformers via Adaptive Fourier Neural Operators—0
Multiwavelet-based Operator Learning for Differential EquationsCode1
Neural Operator: Learning Maps Between Function SpacesCode2
Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future—0
Choose a Transformer: Fourier or GalerkinCode1
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