Search Results for author: Stefano Discetti

Found 3 papers, 1 papers with code

Genetically-inspired convective heat transfer enhancement in a turbulent boundary layer

no code implementations25 Apr 2023 Rodrigo Castellanos, Andrea Ianiro, Stefano Discetti

An open-loop optimal periodic forcing is defined by the carrier frequency, the duty cycle and the phase difference between actuators as control parameters.

Super-resolution GANs of randomly-seeded fields

1 code implementation23 Feb 2022 Alejandro Güemes, Carlos Sanmiguel Vila, Stefano Discetti

This task is particularly challenging when the mapping between sparse measurements and field quantities is performed in an unsupervised manner.

Generative Adversarial Network Super-Resolution

From coarse wall measurements to turbulent velocity fields through deep learning

no code implementations12 Mar 2021 Alejandro Güemes, Hampus Tober, Stefano Discetti, Andrea Ianiro, Beril Sirmacek, Hossein Azizpour, Ricardo Vinuesa

The method is applied both for the resolution enhancement of wall fields and the estimation of wall-parallel velocity fields from coarse wall measurements of shear stress and pressure.

Fluid Dynamics

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