Soledad Le Clainche

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 28

Top Topics

Kalman Filtering

Convolutional Neural Network

Top Venues

Expert Syst. Appl.

J. Comput. Phys.

Comput. Math. Appl.

Publications

Andrés Bell-Navas, Nourelhouda Groun, María Villalba-Orero, Enrique Lara Pezzi, Jesús Garicano-Mena, Soledad Le Clainche
Automatic Cardiac Pathology Recognition in Echocardiography Images Using Higher Order Dynamic Mode Decomposition and a Vision Transformer for Small Datasets. CoRR (2024)
Adrián Corrochano, Giuseppe D'Alessio, Alessandro Parente, Soledad Le Clainche
Hierarchical higher-order dynamic mode decomposition for clustering and feature selection. Comput. Math. Appl. 158 (2024)
P. Díaz-Morales, Adrián Corrochano, Manuel López Martín, Soledad Le Clainche
Deep learning combined with singular value decomposition to reconstruct databases in fluid dynamics. Expert Syst. Appl. 238 (Part B) (2024)
Rodrigo Abadía-Heredia, Adrián Corrochano, Manuel López Martín, Soledad Le Clainche
Exploring the efficacy of a hybrid approach with modal decomposition over fully deep learning models for flow dynamics forecasting. CoRR (2024)
Ashton Hetherington, D. Serfaty, Adrián Corrochano, J. Soria, Soledad Le Clainche
Data repairing and resolution enhancement using data-driven modal decomposition and deep learning. CoRR (2024)
Francisco Giral, Ignacio Gómez, Soledad Le Clainche
Intercepting Unauthorized Aerial Robots in Controlled Airspace Using Reinforcement Learning. CoRR (2024)
Ashton Hetherington, Adrián Corrochano, Rodrigo Abadía-Heredia, Eneko Lazpita, Eva Muñoz, Paula Díaz, Egoitz Maiora, Manuel López Martín, Soledad Le Clainche
ModelFLOWs-app: Data-driven post-processing and reduced order modelling tools. Comput. Phys. Commun. 301 (2024)
Ashton Hetherington, Soledad Le Clainche
Low-cost singular value decomposition with optimal sensor placement. CoRR (2023)
Ashton Hetherington, Adrián Corrochano, Rodrigo Abadía-Heredia, Eneko Lazpita, Eva Muñoz, Paula Díaz, Egoitz Moira, Manuel López-Martín, Soledad Le Clainche
ModelFLOWs-app: data-driven post-processing and reduced order modelling tools. CoRR (2023)
Christian Amor, Philipp Schlatter, Ricardo Vinuesa, Soledad Le Clainche
Higher-order dynamic mode decomposition on-the-fly: A low-order algorithm for complex fluid flows. J. Comput. Phys. 475 (2023)
Adrián Corrochano, Rodolfo S. M. Freitas, Alessandro Parente, Soledad Le Clainche
A predictive physics-aware hybrid reduced order model for reacting flows. CoRR (2023)
León Mata, Rodrigo Abadía-Heredia, Manuel López Martín, José Miguel Pérez, Soledad Le Clainche
Forecasting through deep learning and modal decomposition in two-phase concentric jets. Expert Syst. Appl. 232 (2023)
Adrián Corrochano, Soledad Le Clainche
Structural sensitivity in non-linear flows using direct solutions. Comput. Math. Appl. 128 (2022)
Jiaqing Kou, Aurelio Hurtado-de-Mendoza, Saumitra Joshi, Soledad Le Clainche, Esteban Ferrer
Eigensolution analysis of immersed boundary method based on volume penalization: Applications to high-order schemes. J. Comput. Phys. 449 (2022)
Víctor Beltrán, Soledad Le Clainche, José Manuel Vega
An Adaptive Data-Driven Reduced Order Model Based on Higher Order Dynamic Mode Decomposition. J. Sci. Comput. 92 (1) (2022)
Nourelhouda Groun, María Villalba-Orero, Enrique Lara-Pezzi, Eusebio Valero, Jesús Garicano-Mena, Soledad Le Clainche
A novel data-driven method for the analysis and reconstruction of cardiac cine MRI. Comput. Biol. Medicine 151 (Part) (2022)
R. Abadía-Heredia, Manuel López Martín, Belén Carro, Juan Ignacio Arribas, José Miguel Pérez, Soledad Le Clainche
A predictive hybrid reduced order model based on proper orthogonal decomposition combined with deep learning architectures. Expert Syst. Appl. 187 (2022)
Soledad Le Clainche, Esteban Ferrer, Sam Gibson, Elisabeth Cross, Alessandro Parente, Ricardo Vinuesa
Improving aircraft performance using machine learning: a review. CoRR (2022)
León Mata, Rodrigo Abadía-Heredia, Manuel López Martín, José Miguel Pérez, Soledad Le Clainche
Forecasting through deep learning and modal decomposition in multi-phase concentric jets. CoRR (2022)
Hamidreza Eivazi, Soledad Le Clainche, Sergio Hoyas, Ricardo Vinuesa
Towards extraction of orthogonal and parsimonious non-linear modes from turbulent flows. Expert Syst. Appl. 202 (2022)
Dmytro Mamchur, Janis Peksa, Soledad Le Clainche, Ricardo Vinuesa
Application and Advances in Radiographic and Novel Technologies Used for Non-Intrusive Object Inspection. Sensors 22 (6) (2022)
Jiaqing Kou, Soledad Le Clainche, Esteban Ferrer
Data-driven eigensolution analysis based on a spatio-temporal Koopman decomposition, with applications to high-order methods. J. Comput. Phys. 449 (2022)
Nourelhouda Groun, María Villalba-Orero, Enrique Lara Pezzi, Eusebio Valero, Jesús Garicano-Mena, Soledad Le Clainche
Higher order dynamic mode decomposition: From fluid dynamics to heart disease analysis. Comput. Biol. Medicine 144 (2022)
Christian Amor, José Miguel Pérez, Philipp Schlatter, Ricardo Vinuesa, Soledad Le Clainche
Modeling the Turbulent Wake Behind a Wall-Mounted Square Cylinder. Log. J. IGPL 30 (2) (2022)
Jiaqing Kou, Aurelio Hurtado-de-Mendoza, Saumitra Joshi, Soledad Le Clainche, Esteban Ferrer
Eigensolution analysis of immersed boundary method based on volume penalization: applications to high-order schemes. CoRR (2021)
Manuel López Martín, Soledad Le Clainche, Belén Carro
Model-free short-term fluid dynamics estimator with a deep 3D-convolutional neural network. Expert Syst. Appl. 177 (2021)
Juan A. Martín, Adrián Corrochano, Javier Sierra, David Fabre, Soledad Le Clainche
Modeling Double Concentric Jets Using Linear and Non-linear Approaches. SOCO (2020)
José Miguel Pérez, Soledad Le Clainche, José Manuel Vega
HODMD Analysis in a Forced Flow over a Backward-Facing Step by Harmonic Perturbations. SOCO (2020)