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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

Showing 91100 of 347 papers

TitleStatusHype
New universal operator approximation theorem for encoder-decoder architectures (Preprint)0
DeepOFormer: Deep Operator Learning with Domain-informed Features for Fatigue Life Prediction0
EquiNO: A Physics-Informed Neural Operator for Multiscale SimulationsCode0
Invertible Koopman neural operator for data-driven modeling of partial differential equations0
Data-Driven, ML-assisted Approaches to Problem Well-Posedness0
Theory-to-Practice Gap for Neural Networks and Neural Operators0
Physics-Informed Deep B-Spline Networks for Dynamical Systems0
ON-Traffic: An Operator Learning Framework for Online Traffic Flow Estimation and Uncertainty Quantification from Lagrangian SensorsCode0
Active operator learning with predictive uncertainty quantification for partial differential equations0
Cauchy Random Features for Operator Learning in Sobolev SpaceCode0
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