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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 21–30 of 347 papers

TitleStatusHype
Choose a Transformer: Fourier or GalerkinCode1
Adaptive Fourier Neural Operators: Efficient Token Mixers for TransformersCode1
Deep Learning Computed Tomography based on the Defrise and Clack AlgorithmCode1
DeepOHeat: Operator Learning-based Ultra-fast Thermal Simulation in 3D-IC DesignCode1
Diffeomorphism Neural Operator for various domains and parameters of partial differential equationsCode1
Continuum Attention for Neural OperatorsCode1
An enrichment approach for enhancing the expressivity of neural operators with applications to seismologyCode1
Fast Sampling of Diffusion Models via Operator LearningCode1
DCEM: A deep complementary energy method for solid mechanicsCode1
A physics-informed transformer neural operator for learning generalized solutions of initial boundary value problemsCode1
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