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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 321–330 of 347 papers

TitleStatusHype
Dynamic Gaussian Graph Operator: Learning parametric partial differential equations in arbitrary discrete mechanics problems—0
Derivative-informed neural operator acceleration of geometric MCMC for infinite-dimensional Bayesian inverse problems—0
Efficient Token Mixing for Transformers via Adaptive Fourier Neural Operators—0
ELM-DeepONets: Backpropagation-Free Training of Deep Operator Networks via Extreme Learning Machines—0
Wavelet neural operator: a neural operator for parametric partial differential equations—0
Energy-Dissipative Evolutionary Deep Operator Neural Networks—0
Spatio-spectral graph neural operator for solving computational mechanics problems on irregular domain and unstructured grid—0
Ensemble models outperform single model uncertainties and predictions for operator-learning of hypersonic flows—0
Spectral operator learning for parametric PDEs without data reliance—0
Deep Operator Learning-based Surrogate Models with Uncertainty Quantification for Optimizing Internal Cooling Channel Rib Profiles—0
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