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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 61–70 of 347 papers

Title	Date	Tasks	Status	Hype
Learning Operators with Coupled Attention	Jan 4, 2022	Operator learning	CodeCode Available	1
Adaptive Fourier Neural Operators: Efficient Token Mixers for Transformers	Nov 24, 2021	Computational EfficiencyOperator learning	CodeCode Available	1
Physics-Informed Neural Operator for Learning Partial Differential Equations	Nov 6, 2021	Operator learningSuper-Resolution	CodeCode Available	1
Fast PDE-constrained optimization via self-supervised operator learning	Oct 25, 2021	Operator learning	CodeCode Available	1
Improved architectures and training algorithms for deep operator networks	Oct 4, 2021	Operator learning	CodeCode Available	1
Multiwavelet-based Operator Learning for Differential Equations	Sep 28, 2021	Operator learning	CodeCode Available	1
Choose a Transformer: Fourier or Galerkin	May 31, 2021	Operator learning	CodeCode Available	1
Learning Symbolic Operators for Task and Motion Planning	Feb 28, 2021	Graph Neural NetworkMotion Planning	CodeCode Available	1
OmniFluids: Unified Physics Pre-trained Modeling of Fluid Dynamics	Jun 12, 2025	Operator learning	—Unverified	0
Mondrian: Transformer Operators via Domain Decomposition	Jun 9, 2025	Operator learning	—Unverified	0

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