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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
Geometry Aware Operator Transformer as an Efficient and Accurate Neural Surrogate for PDEs on Arbitrary DomainsCode2
CViT: Continuous Vision Transformer for Operator LearningCode2
Deep Learning Computed Tomography based on the Defrise and Clack AlgorithmCode1
Deciphering and integrating invariants for neural operator learning with various physical mechanismsCode1
DeepOHeat: Operator Learning-based Ultra-fast Thermal Simulation in 3D-IC DesignCode1
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context LearningCode1
DCEM: A deep complementary energy method for solid mechanicsCode1
Deep transfer operator learning for partial differential equations under conditional shiftCode1
Choose a Transformer: Fourier or GalerkinCode1
Adaptive Fourier Neural Operators: Efficient Token Mixers for TransformersCode1
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