TIDE: A Physically Diverse 3D Turbulence Benchmark Dataset for Advancing Scientific Machine Learning

What is TIDE: A Physically Diverse 3D Turbulence Benchmark Dataset for Advancing Scientific Machine Learning?

A 3D incompressible-turbulence benchmark with multiple configurations, independent ensembles, controlled generalization splits, standardized baselines, and…

Released

2026-08-04

Evaluates

General AI, Geometric reasoning, Vision & 3D, physics.flu-dyn

Openness

unknown

Importer

Claire Radar

Review status

ai-reviewed

Reported scores

0

Source provenance

• Original evidence https://arxiv.org/abs/2608.04222

TIDE: A Physically Diverse 3D Turbulence Benchmark Dataset for Advancing Scientific Machine Learning paper, code and dataset

• Paper https://arxiv.org/abs/2608.04222
• Code https://github.com/Dyloong1/TIDE-dataset-benchmark
• Dataset https://huggingface.co/datasets/ydai17/TIDE

Which sources cite TIDE: A Physically Diverse 3D Turbulence Benchmark Dataset for Advancing Scientific Machine Learning?

• TIDE: A Physically Diverse 3D Turbulence Benchmark Dataset for Advancing Scientific Machine Learning

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