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diffusion models 1generative modeling 1machine learning 1spatiotemporal data 1turbulent combustion 1

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physics.flu-dyn2026

Generating synthetic evolution of turbulent flames with an experimental data-based spatiotemporal diffusion model

Amrit Tarur, Shivam Barwey

The paper presents a conditional diffusion model that generates synthetic spatiotemporal data of turbulent flames, reproducing experimental OH-PLIF and PIV measurements and enablin…