activity
20182022
most citedArtificial Neural Networks Modelling of Wall Pressure Spectra Beneath Turbulent Boundary Layers

46 citations · 47 across the 6 of their papers we have counts for

collaborators

9 papers

cs.NE2022

The GA-cal software for the automatic calibration of soil constitutive laws: a tutorial and a user manual

Francisco J. Mendez, Miguel A. Mendez, Antonio Pasculli

The calibration of an advanced constitutive law for soil is a challenging task. This work describes GA-cal, a Fortran software for automatically calibrating constitutive laws using…

physics.flu-dyn2022

Analysis of an unsteady quasi-capillary channel flow with Time Resolved PIV and RBF-based super resolution

Manuel Ratz, Domenico Fiorini, Alessia Simonini +2

We investigate the behaviour of accelerating contact lines in an unsteady quasi-capillary channel flow. The configuration consists of a liquid column that moves along a vertical 2D…

physics.flu-dyn2022

Physics-constrained machine learning for thermal turbulence modelling at low Prandtl numbers

Matilde Fiore, Lilla Koloszar, Miguel Alfonso Mendez +2

Liquid metals play a central role in new generation liquid metal cooled nuclear reactors, for which numerical investigations require the use of appropriate thermal turbulence model…

physics.flu-dyn20221 cited

Statistical Treatment, Fourier and Modal Decomposition

Miguel Alfonso Mendez

These are lecture notes for the lecture "Statistical Treatment, Fourier and Modal Decompositions", given at the VKI Lecture series "Fundamentals and Recent Advances in Particle Ima…

physics.flu-dyn202246 cited

Artificial Neural Networks Modelling of Wall Pressure Spectra Beneath Turbulent Boundary Layers

J. Dominique, J. Van den Berghe, C. Schram +1

We analyse and compare various empirical models of wall pressure spectra beneath turbulent boundary layers and propose an alternative machine learning approach using Artificial Neu…

physics.flu-dyn2021

On the Dynamics of the Jet Wiping Process: Numerical Simulations and Modal Analysis

David Barreiro-Villaverde, Anne Gosset, Miguel A. Mendez

We analyze the flow of a planar gas jet impinging on a thin film, dragged by a vertical moving wall. In the coating industry, this configuration is known as jet wiping, a process i…