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User guide
Quick-Start
Neural Operators: an Introduction
Introduction
Operator Learning
Limitation of Fixed Discretization
Problem Setting
Kernel Formulation
As an Iterative Solver
Graph Neural Networks
Nystrom Approximation
Experiments: Poisson Equations
poisson equation
2D poisson equation
Experiments: generalization of resolution
Conclusion
References
Fourier Neural Operators
Operator learning
Framework of Neural Operators
Fourier Layer
Implementation
Experiments
Conclusion
References
Training neural operator models
The Trainer class
Distributed Training
Installing NeuralOperator
Quick-Start