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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 251–260 of 347 papers

TitleStatusHype
Multi-Resolution Active Learning of Fourier Neural OperatorsCode0
DPA-WNO: A gray box model for a class of stochastic mechanics problem—0
AI Foundation Models for Weather and Climate: Applications, Design, and Implementation—0
Scattering with Neural Operators—0
Reduced Order Modeling of a MOOSE-based Advanced Manufacturing Model with Operator Learning—0
Fast and Accurate Reduced-Order Modeling of a MOOSE-based Additive Manufacturing Model with Operator Learning—0
Neural Operators for PDE Backstepping Control of First-Order Hyperbolic PIDE with Recycle and DelayCode0
Real-time Inference and Extrapolation via a Diffusion-inspired Temporal Transformer Operator (DiTTO)—0
Interpreting and generalizing deep learning in physics-based problems with functional linear modelsCode0
Accelerated primal-dual methods with enlarged step sizes and operator learning for nonsmooth optimal control problems—0
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