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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 311–320 of 347 papers

TitleStatusHype
DeepOHeat-v1: Efficient Operator Learning for Fast and Trustworthy Thermal Simulation and Optimization in 3D-IC DesignCode0
Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential EquationsCode0
In-Context Learning of Linear Systems: Generalization Theory and Applications to Operator LearningCode0
Multi-Channel Convolutional Analysis Operator Learning for Dual-Energy CT ReconstructionCode0
Operator Learning for Schrödinger Equation: Unitarity, Error Bounds, and Time GeneralizationCode0
Some Best Practices in Operator LearningCode0
Algorithmically Designed Artificial Neural Networks (ADANNs): Higher order deep operator learning for parametric partial differential equationsCode0
A Physics-Guided Neural Operator Learning Approach to Model Biological Tissues from Digital Image Correlation MeasurementsCode0
Convolutional Analysis Operator Learning: Dependence on Training DataCode0
GIT-Net: Generalized Integral Transform for Operator LearningCode0
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