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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
PMNO: A novel physics guided multi-step neural operator predictor for partial differential equations—0
Learning Where to Learn: Training Distribution Selection for Provable OOD PerformanceCode0
Recurrent Neural Operators: Stable Long-Term PDE Prediction—0
Graph-Based Operator Learning from Limited Data on Irregular Domains—0
Self-Supervised Evolution Operator Learning for High-Dimensional Dynamical SystemsCode0
Operator Learning for Schrödinger Equation: Unitarity, Error Bounds, and Time GeneralizationCode0
Neural Functional: Learning Function to Scalar Maps for Neural PDE SurrogatesCode0
Multi-Level Monte Carlo Training of Neural Operators—0
Beyond Accuracy: EcoL2 Metric for Sustainable Neural PDE Solvers—0
Learning cardiac activation and repolarization times with operator learning—0
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