Author

Beomjin Kwon

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Aug 2026

Physics-informed machine learning for reconstructing three-dimensional velocity fields from two-dimensional concentration fields

This study provides a practical tool that reconstructs difficult-to-measure velocity fields from easily accessible scalar data, which is applicable to a variety of fluidic systems.

N. Ohashi, Jingxuan Deng, Han-Tian Liu et al. · The Physics of Fluids · 1 citation