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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
PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic DevicesCode1
Neural Hamilton: Can A.I. Understand Hamiltonian Mechanics?Code1
Basis-to-Basis Operator Learning Using Function EncodersCode1
Generative AI for fast and accurate statistical computation of fluidsCode1
PROSE-FD: A Multimodal PDE Foundation Model for Learning Multiple Operators for Forecasting Fluid DynamicsCode1
Operator Learning with Gaussian ProcessesCode1
Operator Learning Using Random Features: A Tool for Scientific ComputingCode1
Separable Operator NetworksCode1
Finite Operator Learning: Bridging Neural Operators and Numerical Methods for Efficient Parametric Solution and Optimization of PDEsCode1
Continuum Attention for Neural OperatorsCode1
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