Author

S. Pfister

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Preprint Aug 2026

StocBench: A Benchmark for Generative Modeling of Stochastic Dynamics

While stochastic diffusion samplers such as DDPM better preserve the enstrophy spectrum during rollouts in the stochastic setting, deterministic samplers such as DDIM and DPM-2 show better spectral preservation in the deterministic setting.

S. Pfister, Benjamin J. Holzschuh, Nils Thürey · 0 citations