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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 1–10 of 347 papers

TitleStatusHype
A Library for Learning Neural OperatorsCode7
Neural Operators with Localized Integral and Differential KernelsCode4
Guaranteed Approximation Bounds for Mixed-Precision Neural OperatorsCode4
Poseidon: Efficient Foundation Models for PDEsCode3
Geometry Aware Operator Transformer as an Efficient and Accurate Neural Surrogate for PDEs on Arbitrary DomainsCode2
Spectral-Refiner: Accurate Fine-Tuning of Spatiotemporal Fourier Neural Operator for Turbulent FlowsCode2
CViT: Continuous Vision Transformer for Operator LearningCode2
Equivariant Graph Neural Operator for Modeling 3D DynamicsCode2
PDE Generalization of In-Context Operator Networks: A Study on 1D Scalar Nonlinear Conservation LawsCode2
Spherical Fourier Neural Operators: Learning Stable Dynamics on the SphereCode2
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