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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 161–170 of 347 papers

TitleStatusHype
Synergistic Learning with Multi-Task DeepONet for Efficient PDE Problem SolvingCode0
Alpha-VI DeepONet: A prior-robust variational Bayesian approach for enhancing DeepONets with uncertainty quantification—0
Aero-Nef: Neural Fields for Rapid Aircraft Aerodynamics SimulationsCode0
Solving the Electrical Impedance Tomography Problem with a DeepONet Type Neural Network: Theory and Application—0
HyperbolicLR: Epoch insensitive learning rate schedulerCode0
A Resolution Independent Neural Operator—0
Dilated convolution neural operator for multiscale partial differential equations—0
A fast neural hybrid Newton solver adapted to implicit methods for nonlinear dynamics—0
Green Multigrid Network—0
Kernel Neural Operators (KNOs) for Scalable, Memory-efficient, Geometrically-flexible Operator Learning—0
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