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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 41–50 of 347 papers

TitleStatusHype
DeepOHeat: Operator Learning-based Ultra-fast Thermal Simulation in 3D-IC DesignCode1
Basis-to-Basis Operator Learning Using Function EncodersCode1
Diffeomorphism Neural Operator for various domains and parameters of partial differential equationsCode1
Kernel Methods are Competitive for Operator LearningCode1
Continuum Attention for Neural OperatorsCode1
Principled Approaches for Extending Neural Architectures to Function Spaces for Operator LearningCode1
DCEM: A deep complementary energy method for solid mechanicsCode1
An enrichment approach for enhancing the expressivity of neural operators with applications to seismologyCode1
Multiwavelet-based Operator Learning for Differential EquationsCode1
A finite operator learning technique for mapping the elastic properties of microstructures to their mechanical deformationsCode1
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