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physics.flu-dyn2026
Low-dimensional Galerkin projection models for predicting turbulent secondary mean flow in a square duct
Ahmed I. El-Nadi, Ricardo Vinuesa, Scott T. M. Dawson
The presence of sidewalls in turbulent duct flows leads to the emergence of secondary flow structures in the form of counter-rotating streamwise vortices near the corners (Prandtl'…
cs.LG2026
Data-Driven Reduced-Complexity Modeling of Fluid Flows: A Community Challenge
Oliver T. Schmidt, Aaron Towne, Adrian Lozano-Duran +2
We introduce a community challenge designed to facilitate direct comparisons between data-driven methods for compression, forecasting, and sensing of complex aerospace flows. The c…