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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 41–50 of 347 papers

TitleStatusHype
Fast PDE-constrained optimization via self-supervised operator learningCode1
Basis-to-Basis Operator Learning Using Function EncodersCode1
Generative AI for fast and accurate statistical computation of fluidsCode1
Continuum Attention for Neural OperatorsCode1
Principled Approaches for Extending Neural Architectures to Function Spaces for Operator LearningCode1
An enrichment approach for enhancing the expressivity of neural operators with applications to seismologyCode1
In-Context Operator Learning with Data Prompts for Differential Equation ProblemsCode1
Kernel Methods are Competitive for Operator LearningCode1
Learning dynamical systems: an example from open quantum system dynamicsCode1
A finite operator learning technique for mapping the elastic properties of microstructures to their mechanical deformationsCode1
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