About FluidsBench

A shared foundation for assessing physics AI surrogate models.

FluidsBench brings public fluid dynamics datasets, consistent evaluation rules and inspectable results together. Our aim is to make model comparisons useful for research and engineering.

Realistic flows

Explore datasets spanning vehicle, aircraft and turbomachinery aerodynamics, with evaluation that respects each physical problem.

Explore datasets

Comparable evaluations

Defined test cases, scoring locations and metrics give models a common basis for comparison within each benchmark.

See the evaluation process

Evidence behind results

Inspect reported metrics, flow profiles and validation records. Versioned releases keep results tied to the evaluation that produced them.

Explore the leaderboard

People and governance

The organising committee develops FluidsBench with scientific and industrial advisers. Dataset teams define the evaluation requirements; maintainers review result packages before publication.

Meet the contributors

Get in touch

For questions about the project, collaborations or adding a dataset, contact admin@fluidsbench.org.

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