20 citations · 22 across the 2 of their papers we have counts for
2 papers
physics.flu-dyn2023★ 2 cited
FR3D: Three-dimensional Flow Reconstruction and Force Estimation for Unsteady Flows Around Extruded Bluff Bodies via Conformal Mapping Aided Convolutional Autoencoders
Ali Girayhan Özbay, Sylvain Laizet
In many practical fluid dynamics experiments, measuring variables such as velocity and pressure is possible only at a limited number of sensor locations, \textcolor{black}{for a fe…
physics.flu-dyn2022★ 20 cited
Deep learning fluid flow reconstruction around arbitrary two-dimensional objects from sparse sensors using conformal mappings
Ali Girayhan Özbay, Sylvain Laizet
The usage of neural networks (NNs) for flow reconstruction (FR) tasks from a limited number of sensors is attracting strong research interest, owing to NNs' ability to replicate hi…