Reference and tools

Catalogues of models and techniques, open-source frameworks and datasets, and how to start your own surrogate.

• Model atlas: Ten surrogate families at a glance, grouped by the data they consume.
• Technique library: Thirty techniques that make surrogates work in practice, from basics to the frontier.
• Frameworks: Where to start in code: open neural frameworks, plus classical surrogate and UQ toolkits.
• Datasets: Public simulation datasets to benchmark on before you have your own.
• Get started: From open frameworks and datasets to a surrogate trained on your own simulations.