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physics.flu-dyn2026
An ensemble-variational approach for open-loop flow control
Riccardo Maranelli, Vincent Mons, Jean-Camille Chassaing +2
The design of effective control strategies for unsteady flows governed by complex, nonlinear dynamics remains a central challenge in fluid mechanics. Adjoint-based optimisation met…
physics.flu-dyn2024
Turbulence model augmented physics informed neural networks for mean flow reconstruction
Yusuf Patel, Vincent Mons, Olivier Marquet +1
Experimental measurements and numerical simulations of turbulent flows are characterised by a trade-off between accuracy and resolution. In this study, we combine accurate sparse p…