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An engineering method for predicting shock-driven droplet cloud dynamics
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DOI：10.1016/j.powtec.2026.122243.png)
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Abstract
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• Child droplets are explicitly tracked as finite-volume entities, not grouped into parcels. • A GNOT-based surrogate model captures wake shielding effects on child droplet drag. • Validation across We ~ 102–104 shows strong agreement with experimental data. • The method reproduces both macroscopic cloud morphology and microscopic concentration fields.
Keywords:
droplet cloud dynamics
shock-driven flow
finite-volume tracking
wake shielding
surrogate modeling
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PHYSICS OF FLUIDS
PHYSICS OF FLUIDSIF4.3
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