2 papers
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…
cs.LG2026
Efficient Real-Time Adaptation of ROMs for Unsteady Flows Using Data Assimilation
Ismaël Zighed, Andrea Nóvoa, Luca Magri +1
We propose an efficient retraining strategy for a parameterized Reduced Order Model (ROM) that attains accuracy comparable to full retraining while requiring only a fraction of the…