An unsupervised machine-learning-based shock sensor for high-order supersonic flow solvers

1 code implementation • 28 Jul 2023 • Andrés Mateo-Gabín, Kenza Tlales, Eusebio Valero, Esteban Ferrer, Gonzalo Rubio

We present a novel unsupervised machine-learning sock sensor based on Gaussian Mixture Models (GMMs).

A Novel Data-Driven Method for the Analysis and Reconstruction of Cardiac Cine MRI

no code implementations • 24 May 2022 • Nourelhouda Groun, Maria Villalba-Orero, Enrique Lara-Pezzi, Eusebio Valero, Jesus Garicano-Mena, Soledad Le Clainche

Cardiac cine magnetic resonance imaging (MRI) can be considered the optimal criterion for measuring cardiac function.

Higher Order Dynamic Mode Decomposition: from Fluid Dynamics to Heart Disease Analysis

no code implementations • 9 Jan 2022 • Nourelhouda Groun, Maria Villalba-Orero, Enrique Lara-Pezzi, Eusebio Valero, Jesus Garicano-Mena, Soledad Le Clainche

In this paper we apply HODMD, for the first time to the authors knowledge, for patterns recognition in echocardiography, specifically, echocardiography data taken from several mice, either in healthy conditions or afflicted by different cardiac diseases.

High--order discontinuous Galerkin approximation for a three--phase incompressible Navier--Stokes/Cahn--Hilliard model

no code implementations • 14 Dec 2020 • Juan Manzanero, Carlos Redondo, Miguel Chávez--Módena, Gonzalo Rubio, Eusebio Valero, Susana Gómez--Álvarez, Ángel Rivero--Jiménez

The three--phase model adopted in this work is a Cahn--Hilliard diffuse interface model, which was derived by Boyer and Lapuerta et al. 2006.

Numerical Analysis Numerical Analysis