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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 11–20 of 347 papers

TitleStatusHype
Equivariant Graph Neural Operator for Modeling 3D DynamicsCode2
Neural Operator: Learning Maps Between Function SpacesCode2
Deep Learning Computed Tomography based on the Defrise and Clack AlgorithmCode1
DeepOHeat: Operator Learning-based Ultra-fast Thermal Simulation in 3D-IC DesignCode1
Choose a Transformer: Fourier or GalerkinCode1
Basis-to-Basis Operator Learning Using Function EncodersCode1
Deciphering and integrating invariants for neural operator learning with various physical mechanismsCode1
Deep transfer operator learning for partial differential equations under conditional shiftCode1
Adaptive Fourier Neural Operators: Efficient Token Mixers for TransformersCode1
A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary GeometriesCode1
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