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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 91–100 of 347 papers

TitleStatusHype
Scientific Machine Learning Seismology—0
Generative AI for fast and accurate statistical computation of fluidsCode1
In-Context Learning of Linear Systems: Generalization Theory and Applications to Operator LearningCode0
Time-Series Forecasting, Knowledge Distillation, and Refinement within a Multimodal PDE Foundation ModelCode0
Towards Gaussian Process for operator learning: an uncertainty aware resolution independent operator learning algorithm for computational mechanics—0
PROSE-FD: A Multimodal PDE Foundation Model for Learning Multiple Operators for Forecasting Fluid DynamicsCode1
FB-HyDON: Parameter-Efficient Physics-Informed Operator Learning of Complex PDEs via Hypernetwork and Finite Basis Domain Decomposition—0
Stratospheric aerosol source inversion: Noise, variability, and uncertainty quantification—0
Component Fourier Neural Operator for Singularly Perturbed Differential Equations—0
Operator Learning with Gaussian ProcessesCode1
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