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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 321–330 of 347 papers

TitleStatusHype
MultiAuto-DeepONet: A Multi-resolution Autoencoder DeepONet for Nonlinear Dimension Reduction, Uncertainty Quantification and Operator Learning of Forward and Inverse Stochastic Problems—0
A Physics-Guided Neural Operator Learning Approach to Model Biological Tissues from Digital Image Correlation MeasurementsCode0
Multi-Channel Convolutional Analysis Operator Learning for Dual-Energy CT ReconstructionCode0
On the influence of over-parameterization in manifold based surrogates and deep neural operatorsCode0
Convolutional Analysis Operator Learning by End-To-End Training of Iterative Neural NetworksCode0
Accelerating Part-Scale Simulation in Liquid Metal Jet Additive Manufacturing via Operator Learning—0
Diffeomorphically Learning Stable Koopman OperatorsCode0
Improved Model based Deep Learning using Monotone Operator Learning (MOL)—0
Solving PDE-constrained Control Problems Using Operator Learning—0
Efficient Token Mixing for Transformers via Adaptive Fourier Neural Operators—0
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