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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 71–80 of 347 papers

Title	Date	Tasks	Status	Hype	Score
Convolutional Analysis Operator Learning: Acceleration and Convergence	Feb 15, 2018	Dictionary LearningOperator learning	CodeCode Available	0	5
An Operator Learning Framework for Spatiotemporal Super-resolution of Scientific Simulations	Nov 4, 2023	Operator learningSuper-Resolution	CodeCode Available	0	5
Multi-Resolution Active Learning of Fourier Neural Operators	Sep 29, 2023	Active LearningLEMMA	CodeCode Available	0	5
Convolutional Analysis Operator Learning: Dependence on Training Data	Feb 21, 2019	Open-Ended Question AnsweringOperator learning	CodeCode Available	0	5
Linear quadratic control of nonlinear systems with Koopman operator learning and the Nyström method	Mar 5, 2024	Operator learning	CodeCode Available	0	5
Leray-Schauder Mappings for Operator Learning	Oct 2, 2024	Operator learning	CodeCode Available	0	5
Loss Terms and Operator Forms of Koopman Autoencoders	Dec 5, 2024	FormOperator learning	CodeCode Available	0	5
Multi-Channel Convolutional Analysis Operator Learning for Dual-Energy CT Reconstruction	Mar 10, 2022	Computed Tomography (CT)CT Reconstruction	CodeCode Available	0	5
Aero-Nef: Neural Fields for Rapid Aircraft Aerodynamics Simulations	Jul 29, 2024	Operator learningPDE Surrogate Modeling	CodeCode Available	0	5
Learning Where to Learn: Training Distribution Selection for Provable OOD Performance	May 27, 2025	Bilevel OptimizationGeneralization Bounds	CodeCode Available	0	5

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