TIDE is a DNS-verified, physically diverse 3D turbulence benchmark with independent ensembles that shows current neural operators barely beat persistence and that low pointwise error does not guarantee physical fidelity.
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TIDE: A Physically Diverse 3D Turbulence Benchmark Dataset for Advancing Scientific Machine Learning
TIDE is a DNS-verified, physically diverse 3D turbulence benchmark with independent ensembles that shows current neural operators barely beat persistence and that low pointwise error does not guarantee physical fidelity.