Examples
A gallery of interactive examples that showcase how the tools we provide in neuraloperator can be applied to a variety of problems.
Check out the User Guide for more detailed information on the theory behind neural operators.
Data
Examples of NO layers in action.
Data Generation
Examples demonstrating the use of our built-in finite difference solver to generate PDE data.
A simple finite-difference solver for the diffusion-advection equation
A finite difference solver for Burgers’ equation in 2 dimensions
Layers
Examples of individual layers which comprise operators or parts of operators for composition into end-to-end models.
Models
Examples showcasing our end-to-end NO architectures.
Training a SFNO on the spherical Shallow Water equations
Training and Meta-Algorithms
Examples to highlight our flexible Trainer module and the meta-algorithms built on top of it.
