Diffusion models generate joint pairs of Lagrangian trajectories that reproduce turbulent pair separation statistics, including deviations from Richardson scaling, while preserving single-particle properties.
Stochastic reconstruction of gappy lagrangian turbulent signals by conditional diffusion models.Communications Physics, 8(1):372
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Turbulent pair dispersion with Stochastic Generative Diffusion Models
Diffusion models generate joint pairs of Lagrangian trajectories that reproduce turbulent pair separation statistics, including deviations from Richardson scaling, while preserving single-particle properties.