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Generative AI in Turbulence: Foundations, Applications, Validations and Benchmarks

Biferale, Luca et al.
arXiv (All) · Papers
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artificial-intelligencechaotic-dynamicsfluid-dynamicsmachine-learningstatistical-mechanics
Generative AI offers new approaches to turbulence problems in which incomplete observations or unresolved d.o.f. admit multiple physically plausible solutions. Potential applications include stochastic closures, super-resolution, data assimilation, uncertainty quantification, and the generation of E
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