35 citations · 116 across the 16 of their papers we have counts for
4 papers · 2 filters
Statistical inference of upstream turbulence intensity for the flow around a bluff body with massive separation
Tom Moussie, Paolo Errante, Marcello Meldi
The Benchmarck on the Aerodynamics of a Rectangular 5:1 Cylinder is studied using a data-driven technique which bridges numerical simulation and available experimental results. Bec…
Synchronization and optimization of Large Eddy Simulation using an online Ensemble Kalman Filter
Lucas Villanueva, Karine Truffin, Marcello Meldi
An online Data Assimilation strategy based on the Ensemble Kalman Filter (EnKF) is used to improve the predictive capabilities of Large Eddy Simulation (LES) for the analysis of th…
A physics-infused Immersed Boundary Method using online sequential Data Assimilation
Miguel M. Valero, Marcello Meldi
A physics-infused strategy relying on the Ensemble Kalman Filter (EnKF) is here used to augment the accuracy of a continuous Immersed Boundary Method (IBM). The latter is a classic…
Augmented state estimation of urban settings using intrusive sequential Data Assimilation
Lucas Villanueva, Miguel Martinez Valero, Anina Sarkic Glumac +1
A data-driven investigation of the flow around a high-rise building is performed combining heterogeneous experimental samples and RANS CFD. The coupling is performed using techniqu…