SOTAVerified

Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

Showing 5160 of 347 papers

TitleStatusHype
An enrichment approach for enhancing the expressivity of neural operators with applications to seismologyCode1
Generative AI for fast and accurate statistical computation of fluidsCode1
A finite operator learning technique for mapping the elastic properties of microstructures to their mechanical deformationsCode1
Operator Learning with Neural Fields: Tackling PDEs on General GeometriesCode1
Improved Operator Learning by Orthogonal AttentionCode1
In-Context Operator Learning with Data Prompts for Differential Equation ProblemsCode1
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context LearningCode1
Improved architectures and training algorithms for deep operator networksCode1
Improve Representation for Imbalanced Regression through Geometric ConstraintsCode1
Kernel Methods are Competitive for Operator LearningCode1
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