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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 71–80 of 347 papers

TitleStatusHype
VICON: Vision In-Context Operator Networks for Multi-Physics Fluid Dynamics PredictionCode1
DeepONet as a Multi-Operator Extrapolation Model: Distributed Pretraining with Physics-Informed Fine-Tuning—0
Mitigating Stop-and-Go Traffic Congestion with Operator Learning—0
PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic DevicesCode1
The Sample Complexity of Learning Lipschitz Operators with respect to Gaussian Measures—0
Neural Hamilton: Can A.I. Understand Hamiltonian Mechanics?Code1
Latent Neural Operator Pretraining for Solving Time-Dependent PDEs—0
On the Benefits of Active Data Collection in Operator LearningCode0
Artificial intelligence for partial differential equations in computational mechanics: A review—0
Domain Adaptive Safety Filters via Deep Operator Learning—0
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