Soledad Le Clainche

45 papers Journal 43Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CardioMOD-Net: A Modal Decomposition-Neural Network Framework for Diagnosis and Prognosis of HFpEF from Echocardiography Cine Loops. CoRR Andrés Bell-Navas, Jesús Garicano-Mena, Antonella Ausiello, Soledad Le Clainche, María Villalba-Orero, Enrique Lara Pezzi
2026	J	`jnl`	GenDA: Generative Data Assimilation on Complex Urban Areas via Classifier-Free Diffusion Guidance. CoRR Francisco Giral, Álvaro Manzano, Ignacio Gómez, Ricardo Vinuesa, Soledad Le Clainche
2026	J	`jnl`	LC-SVD-DLinear: A low-cost physics-based hybrid machine learning model for data forecasting using sparse measurements. Expert Syst. Appl. Ashton Hetherington, Javier Lopez-Leones, Soledad Le Clainche
2026	J	`jnl`	Transformer-based fault-tolerant control for fixed-wing aerial vehicles using offline reinforcement learning. Eng. Appl. Artif. Intell. Francisco Giral, Ignacio Gómez, Ricardo Vinuesa, Soledad Le Clainche
2025	J	`jnl`	A Critical Assessment of Pattern Comparisons Between POD and Autoencoders in Intraventricular Flows. CoRR Eneko Lazpita, Andrés Bell-Navas, Jesús Garicano-Mena, Petros Koumoutsakos, Soledad Le Clainche
2025	J	`jnl`	An Adaptive Framework for Autoregressive Forecasting in CFD Using Hybrid Modal Decomposition and Deep Learning. CoRR Rodrigo Abadía-Heredia, Manuel López Martín, Soledad Le Clainche
2025	J	`jnl`	Automatic Cardiac Pathology Recognition in Echocardiography Images using Higher Order Dynamic Mode Decomposition and a Vision Transformer for Small Datasets. Expert Syst. Appl. Andrés Bell-Navas, Nourelhouda Groun, María Villalba-Orero, Enrique Lara Pezzi, Jesús Garicano-Mena, Soledad Le Clainche
2025	J	`jnl`	Eigenhearts: Cardiac diseases classification using eigenfaces approach. Comput. Biol. Medicine Nourelhouda Groun, María Villalba-Orero, Lucia Casado-Martin, Enrique Lara Pezzi, Eusebio Valero, Soledad Le Clainche, Jesús Garicano-Mena
2025	J	`jnl`	Ensemble Kalman Filter for Data Assimilation coupled with low-resolution computations techniques applied in Fluid Dynamics. CoRR Paul Jeanney, Ashton Hetherington, Shady E. Ahmed, David Lanceta, Susana Saiz, José Miguel Pérez, Soledad Le Clainche
2025	J	`jnl`	Generative Urban Flow Modeling: From Geometry to Airflow with Graph Diffusion. CoRR Francisco Giral, Álvaro Manzano, Ignacio Gómez, Petros Koumoutsakos, Soledad Le Clainche
2025	J	`jnl`	Heart Failure Prediction using Modal Decomposition and Masked Autoencoders for Scarce Echocardiography Databases. CoRR Andrés Bell-Navas, María Villalba-Orero, Enrique Lara Pezzi, Jesús Garicano-Mena, Soledad Le Clainche
2025	J	`jnl`	Hybrid machine learning models based on physical patterns to accelerate CFD simulations: a short guide on autoregressive models. CoRR Arindam Sengupta, Rodrigo Abadía-Heredia, Ashton Hetherington, José Miguel Pérez, Soledad Le Clainche
2024	J	`jnl`	A Novel Data Augmentation Tool for Enhancing Machine Learning Classification: A New Application of the Higher Order Dynamic Mode Decomposition for Improved Cardiac Disease Identification. CoRR Nourelhouda Groun, María Villalba-Orero, Lucia Casado-Martin, Enrique Lara Pezzi, Eusebio Valero, Jesús Garicano-Mena, Soledad Le Clainche
2024	J	`jnl`	Automatic Cardiac Pathology Recognition in Echocardiography Images Using Higher Order Dynamic Mode Decomposition and a Vision Transformer for Small Datasets. CoRR Andrés Bell-Navas, Nourelhouda Groun, María Villalba-Orero, Enrique Lara Pezzi, Jesús Garicano-Mena, Soledad Le Clainche
2024	J	`jnl`	Data repairing and resolution enhancement using data-driven modal decomposition and deep learning. CoRR Ashton Hetherington, D. Serfaty, Adrián Corrochano, Julio Soria, Soledad Le Clainche
2024	J	`jnl`	Deep learning combined with singular value decomposition to reconstruct databases in fluid dynamics. Expert Syst. Appl. P. Díaz-Morales, Adrián Corrochano, Manuel López Martín, Soledad Le Clainche
2024	J	`jnl`	EigenHearts: Cardiac Diseases Classification Using EigenFaces Approach. CoRR Nourelhouda Groun, María Villalba-Orero, Lucia Casado-Martin, Enrique Lara Pezzi, Eusebio Valero, Soledad Le Clainche, Jesús Garicano-Mena
2024	J	`jnl`	Exploring the efficacy of a hybrid approach with modal decomposition over fully deep learning models for flow dynamics forecasting. CoRR Rodrigo Abadía-Heredia, Adrián Corrochano, Manuel López Martín, Soledad Le Clainche
2024	J	`jnl`	Hierarchical higher-order dynamic mode decomposition for clustering and feature selection. Comput. Math. Appl. Adrián Corrochano, Giuseppe D'Alessio, Alessandro Parente, Soledad Le Clainche
2024	J	`jnl`	Intercepting Unauthorized Aerial Robots in Controlled Airspace Using Reinforcement Learning. CoRR Francisco Giral, Ignacio Gómez, Soledad Le Clainche
2024	J	`jnl`	LC-SVD-DLinear: A low-cost physics-based hybrid machine learning model for data forecasting using sparse measurements. CoRR Ashton Hetherington, Javier Lopez-Leones, Soledad Le Clainche
2024	J	`jnl`	ModelFLOWs-app: Data-driven post-processing and reduced order modelling tools. Comput. Phys. Commun. Ashton Hetherington, Adrián Corrochano, Rodrigo Abadía-Heredia, Eneko Lazpita, Eva Muñoz, Paula Díaz, Egoitz Maiora, Manuel López Martín, Soledad Le Clainche
2024	J	`jnl`	Review on vortex dynamics in the left ventricle as an early diagnosis marker for heart diseases and its treatment outcomes. CoRR Mahesh S. Nagargoje, Eneko Lazpita, Jesús Garicano-Mena, Soledad Le Clainche
2024	J	`jnl`	Transformer-Based Fault-Tolerant Control for Fixed-Wing UAVs Using Knowledge Distillation and In-Context Adaptation. CoRR Francisco Giral, Ignacio Gómez, Ricardo Vinuesa, Soledad Le Clainche
2023	J	`jnl`	A predictive physics-aware hybrid reduced order model for reacting flows. CoRR Adrián Corrochano, Rodolfo S. M. Freitas, Alessandro Parente, Soledad Le Clainche
2023	J	`jnl`	Forecasting through deep learning and modal decomposition in two-phase concentric jets. Expert Syst. Appl. León Mata, Rodrigo Abadía-Heredia, Manuel López Martín, José Miguel Pérez, Soledad Le Clainche
2023	J	`jnl`	Higher-order dynamic mode decomposition on-the-fly: A low-order algorithm for complex fluid flows. J. Comput. Phys. Christian Amor, Philipp Schlatter, Ricardo Vinuesa, Soledad Le Clainche
2023	J	`jnl`	Low-cost singular value decomposition with optimal sensor placement. CoRR Ashton Hetherington, Soledad Le Clainche
2023	J	`jnl`	ModelFLOWs-app: data-driven post-processing and reduced order modelling tools. CoRR Ashton Hetherington, Adrián Corrochano, Rodrigo Abadía-Heredia, Eneko Lazpita, Eva Muñoz, Paula Díaz, Egoitz Moira, Manuel López Martín, Soledad Le Clainche
2022	J	`jnl`	A novel data-driven method for the analysis and reconstruction of cardiac cine MRI. Comput. Biol. Medicine Nourelhouda Groun, María Villalba-Orero, Enrique Lara Pezzi, Eusebio Valero, Jesús Garicano-Mena, Soledad Le Clainche
2022	J	`jnl`	A predictive hybrid reduced order model based on proper orthogonal decomposition combined with deep learning architectures. Expert Syst. Appl. Rodrigo Abadía-Heredia, Manuel López Martín, Belén Carro, Juan Ignacio Arribas, José Miguel Pérez, Soledad Le Clainche
2022	J	`jnl`	An Adaptive Data-Driven Reduced Order Model Based on Higher Order Dynamic Mode Decomposition. J. Sci. Comput. Víctor Beltrán, Soledad Le Clainche, José Manuel Vega
2022	J	`jnl`	Application and Advances in Radiographic and Novel Technologies Used for Non-Intrusive Object Inspection. Sensors Dmytro Mamchur, Janis Peksa, Soledad Le Clainche, Ricardo Vinuesa
2022	J	`jnl`	Data-driven eigensolution analysis based on a spatio-temporal Koopman decomposition, with applications to high-order methods. J. Comput. Phys. Jiaqing Kou, Soledad Le Clainche, Esteban Ferrer
2022	J	`jnl`	Eigensolution analysis of immersed boundary method based on volume penalization: Applications to high-order schemes. J. Comput. Phys. Jiaqing Kou, Aurelio Hurtado-de-Mendoza, Saumitra Joshi, Soledad Le Clainche, Esteban Ferrer
2022	J	`jnl`	Forecasting through deep learning and modal decomposition in multi-phase concentric jets. CoRR León Mata, Rodrigo Abadía-Heredia, Manuel López Martín, José Miguel Pérez, Soledad Le Clainche
2022	J	`jnl`	Higher order dynamic mode decomposition: From fluid dynamics to heart disease analysis. Comput. Biol. Medicine Nourelhouda Groun, María Villalba-Orero, Enrique Lara Pezzi, Eusebio Valero, Jesús Garicano-Mena, Soledad Le Clainche
2022	J	`jnl`	Improving aircraft performance using machine learning: a review. CoRR Soledad Le Clainche, Esteban Ferrer, Sam Gibson, Elisabeth Cross, Alessandro Parente, Ricardo Vinuesa
2022	J	`jnl`	Modeling the Turbulent Wake Behind a Wall-Mounted Square Cylinder. Log. J. IGPL Christian Amor, José Miguel Pérez, Philipp Schlatter, Ricardo Vinuesa, Soledad Le Clainche
2022	J	`jnl`	Structural sensitivity in non-linear flows using direct solutions. Comput. Math. Appl. Adrián Corrochano, Soledad Le Clainche
2022	J	`jnl`	Towards extraction of orthogonal and parsimonious non-linear modes from turbulent flows. Expert Syst. Appl. Hamidreza Eivazi, Soledad Le Clainche, Sergio Hoyas, Ricardo Vinuesa
2021	J	`jnl`	Eigensolution analysis of immersed boundary method based on volume penalization: applications to high-order schemes. CoRR Jiaqing Kou, Aurelio Hurtado-de-Mendoza, Saumitra Joshi, Soledad Le Clainche, Esteban Ferrer
2021	J	`jnl`	Model-free short-term fluid dynamics estimator with a deep 3D-convolutional neural network. Expert Syst. Appl. Manuel López Martín, Soledad Le Clainche, Belén Carro
2020	—	`conf`	HODMD Analysis in a Forced Flow over a Backward-Facing Step by Harmonic Perturbations. SOCO José Miguel Pérez, Soledad Le Clainche, José Manuel Vega
2020	—	`conf`	Modeling Double Concentric Jets Using Linear and Non-linear Approaches. SOCO Juan A. Martín, Adrián Corrochano, Javier Sierra, David Fabre, Soledad Le Clainche