SC
Soledad Le Clainche
physics.flu-dyncs.LGcs.CVeess.IVcs.AIcs.CEphysics.comp-phEchocardiographyphysics.med-phcs.NA
On Valency
published · living versionsW_3uej93g7·v1 · currentpublished
Coherent structures in Newtonian and viscoelastic turbulent planar jets
with Christian Amor, Adrián Corrochano, Giovanni Soligo, Marco Edoardo Rosti
1 version
Preprints & journals
55 papers in the corpus · 2021–2026CardioMOD-Net: A Modal Decomposition-Neural Network Framework for Diagnosis and Prognosis of Heart Failure with Preserved Ejection Fraction from Echocardiography Cine Loops.42776344 · Bell-Navas, Andrés, Garicano-Mena, Jesús, Ausiello, Antonella et al.2026 · 0 citationsJournal of cardiovascular translational research. 2026;19(1)
A hybrid proper orthogonal decomposition and diffusion framework for reduced-order forecasting of turbulent flow dynamics2608.04728v1 · Rodrigo Abadia-Heredia, Xiangrui Zou, Manuel Lopez-Martin et al.2026 · 0 citationsarXiv
Low-Cost High-Order Singular Value Decomposition for Tensor-Based Reconstruction from Sparse Sensor Measurements: Urban Flow and Air-Quality Applications2606.24989v1 · Arindam Sengupta, Paul Jeanney, Ricardo Vinuesa et al.2026 · 0 citationsarXiv
Divergence-aware adaptive prediction framework for accelerating CFD simulations of unsteady flows2605.24150v1 · Xiangrui Zou, Zhuoqun Zhao, Guillermo Barrag'an et al.2026 · 0 citationsarXiv
AeroJEPA: Learning Semantic Latent Representations for Scalable 3D Aerodynamic Field Modeling2605.05586v2 · Francisco Giral, Abhijeet Vishwasrao, Andrea Arroyo Ramo et al.2026 · 0 citationsarXiv
Reduced-order modeling of a viscoelastic turbulent jet with hybrid machine learning models2604.26240v1 · Christian Amor, Adri'an Corrochano, Marco Edoardo Rosti et al.2026 · 0 citationsarXiv
Coherent structures in Newtonian and viscoelastic turbulent planar jets2604.26291v1 · Christian Amor, Adri'an Corrochano, Giovanni Soligo et al.2026 · 0 citationsJ. Fluid Mech. 1036 (2026) A7on Valency
A temporal deep learning framework for calibration of low-cost air quality sensors2604.21527v1 · Arindam Sengupta, Tony Bush, Ben Marner et al.2026 · 0 citationsarXiv
Clustering the Flow: A Data-Driven Framework for Pattern Discovery in Fluid Dynamics2602.23550v2 · Juan Angel Martin, Eva Munoz, Himanshu Dave et al.2026 · 0 citationsarXiv
Agentic Exploration of PDE Spaces using Latent Foundation Models for Parameterized Simulations2604.09584v1 · Abhijeet Vishwasrao, Francisco Giral, Mahmoud Golestanian et al.2026 · 1 citationarXiv
GenDA: Generative Data Assimilation on Complex Urban Areas via Classifier-Free Diffusion Guidance2601.11440v3 · Francisco Giral, 'Alvaro Manzano, Ignacio G'omez et al.2026 · 0 citationsarXiv
CardioMOD-Net: A Modal Decomposition-Neural Network Framework for Diagnosis and Prognosis of HFpEF from Echocardiography Cine Loops2601.01176v2 · Andr'es Bell-Navas, Jes'us Garicano-Mena, Antonella Ausiello et al.2026 · 0 citationsarXiv
The coherent structures of EVP fluid flow past a circular cylinder.41551165 · Corrochano, Adrián, Iqbal, Kazi Tassawar, Parvar, Saeed et al.2026 · 0 citationsTheoretical and computational fluid dynamics. 2026;40(1):5
A Critical Assessment of Pattern Comparisons Between POD and Autoencoders in Intraventricular Flows2512.19376v1 · Eneko Lazpita, Andr'es Bell-Navas, Jes'us Garicano-Mena et al.2025 · 0 citationsarXiv
MoTIF: A Mode-Structured Tensor Framework for Multi-Parametric Approximation, Super-Resolution and Forecasting of Unsteady Systems2510.25625v2 · Guillermo Barrag'an, Ashton Hetherington, Arindam Sengupta et al.2025 · 0 citationsarXiv
Characterizing Intraventricular Flow Patterns via Modal Decomposition Techniques in Idealized Left Ventricle Models2507.21651v1 · Eneko Lazpita, Michael Neidlin, Jesus Garicano-Mena et al.2025 · 0 citationsarXiv
Efficient Reduced Order Modeling Based on HODMD to Predict Intraventricular Flow Dynamics2507.21716v1 · Eneko Lazpita, Jesus Garicano-Mena, Soledad Le Clainche2025 · 0 citationsarXiv
Generative artificial intelligence and hybrid models to accelerate LES in reactive flows: Application to hydrogen/methane combustion2507.08426v1 · Xiangrui Zou, Rodrigo Abadia-Heredia, Laura Saavedra et al.2025 · 0 citationsarXiv
Ensemble Kalman Filter for Data Assimilation coupled with low-resolution computations techniques applied in Fluid Dynamics2507.00539v2 · Paul Jeanney, Ashton Hetherington, Shady E. Ahmed et al.2025 · 1 citationarXiv
An Adaptive Framework for Autoregressive Forecasting in CFD Using Hybrid Modal Decomposition and Deep Learning2505.01531v1 · Rodrigo Abad'ia-Heredia, Manuel Lopez-Martin, Soledad Le Clainche2025 · 0 citationsarXiv
Eigenhearts: Cardiac diseases classification using eigenfaces approach.40288290 · Groun, Nourelhouda, Villalba-Orero, María, Casado-Martín, Lucía et al.2025 · 1 citationComputers in biology and medicine. 2025;192(Pt A):110167
HOSVD-SR: A Physics-Based Deep Learning Framework for Super-Resolution in Fluid Dynamics2504.17994v1 · Guillermo Barrag'an, Ashton Hetherington, Rodrigo Abad'ia-Heredia et al.2025 · 0 citationsarXiv
Heart Failure Prediction using Modal Decomposition and Masked Autoencoders for Scarce Echocardiography Databases2504.07606v3 · Andr'es Bell-Navas, Mar'ia Villalba-Orero, Enrique Lara-Pezzi et al.2025 · 0 citationsarXiv
Hybrid machine learning models based on physical patterns to accelerate CFD simulations: a short guide on autoregressive models2504.06774v1 · Arindam Sengupta, Rodrigo Abad'ia-Heredia, Ashton Hetherington et al.2025 · 1 citationarXiv
LC-SVD-DLinear: A low-cost physics-based hybrid machine learning model for data forecasting using sparse measurements2411.17433v1 · Ashton Hetherington, Javier L'opez Leon'es, Soledad Le Clainche2024 · 4 citationsarXiv
Modeling heart flow dynamics using numerical simulations to identify the vortex ring: a practical guide2411.16661v1 · Eneko Lazpita, Andrea Mares, Pedro Quintero et al.2024 · 6 citationsarXiv
A Novel Data Augmentation Tool for Enhancing Machine Learning Classification: A New Application of the Higher Order Dynamic Mode Decomposition for Improved Cardiac Disease Identification2411.15809v1 · Nourelhouda Groun, Maria Villalba-Orero, Lucia Casado-Martin et al.2024 · 6 citationsarXiv
A new method based on physical patterns to impute aerobiological datasets.39561200 · Tagliaferro, Sofia, Corrochano, Adrián, Marchetti, Pierpaolo et al.2024 · 0 citationsPloS one. 2024;19(11):e0314005
Review on vortex dynamics in the left ventricle as an early diagnosis marker for heart diseases and its treatment outcomes2411.11441v1 · Mahesh S. Nagargoje, Eneko Lazpita, Jes'us Garicano-Mena et al.2024 · 0 citationsarXiv
Transformer-Based Fault-Tolerant Control for Fixed-Wing UAVs Using Knowledge Distillation and In-Context Adaptation2411.02975v2 · Francisco Giral, Ignacio G'omez, Ricardo Vinuesa et al.2024 · 0 citationsarXiv
Experimental characterization of shock-separation interaction over wavy-shaped geometries through feature analysis2409.15836v1 · J. Braun, I. Rahbari, G. Paniagua et al.2024 · 5 citationsExperimental Thermal and Fluid Science, Volume 150, 1 January 2024
Intercepting Unauthorized Aerial Robots in Controlled Airspace Using Reinforcement Learning2407.06909v1 · Francisco Giral, Ignacio G'omez, Soledad Le Clainche2024 · 2 citationsarXiv
Automatic Cardiac Pathology Recognition in Echocardiography Images Using Higher Order Dynamic Mode Decomposition and a Vision Transformer for Small Datasets2404.19579v1 · Andr'es Bell-Navas, Nourelhouda Groun, Mar'ia Villalba-Orero et al.2024 · 12 citationsarXiv
Generalization capabilities and robustness of hybrid models grounded in physics compared to purely deep learning models2404.17884v4 · Rodrigo Abad'ia-Heredia, Adri'an Corrochano, Manuel Lopez-Martin et al.2024 · 8 citationsPhysics of Fluids 1 March 2025; 37 (3): 035149
Data repairing and resolution enhancement using data-driven modal decomposition and deep learning2401.11286v1 · A. Hetherington, D. Serfaty, A. Corrochano et al.2024 · 2 citationsarXiv
Low-cost singular value decomposition with optimal sensor placement2311.09791v2 · Ashton Hetherington, Soledad Le Clainche2023 · 7 citationsarXiv
A unified view of elastic and elasto-inertial turbulence in channel flows at low and moderate Reynolds numbers2310.05340v3 · Giulio Foggi Rota, Christian Amor, Soledad Le Clainche et al.2023 · 18 citationsPhysical Review Fluids, 9, L122602 (2024)
ModelFLOWs-app: data-driven post-processing and reduced order modelling tools2305.17150v1 · A. Hetherington, A. Corrochano, R. Abad'ia-Heredia et al.2023 · 23 citationsarXiv
Deep Learning combined with singular value decomposition to reconstruct databases in fluid dynamics2305.08832v1 · Paula D'iaz, Adri'an Corrochano, Manuel L'opez-Mart'in et al.2023 · 23 citationsarXiv
A predictive physics-aware hybrid reduced order model for reacting flows2301.09860v1 · Adri'an Corrochano, Rodolfo S.M. Freitas, Alessandro Parente et al.2023 · 13 citationsarXiv
Hierarchical Higher-Order Dynamic Mode Decomposition for Clustering and Feature Selection2301.07976v2 · Adri'an Corrochano, Giuseppe D'Alessio, Alessandro Parente et al.2023 · 7 citationsarXiv
Mode selection in concentric jets. The steady-steady 1:2 resonant mode interaction with O(2) symmetry2301.04429v1 · Adri'an Corrochano, Javier Sierra-Aus'in, Juan 'Angel Martin et al.2023 · 2 citationsarXiv
Forecasting through deep learning and modal decomposition in two-phase concentric jets2212.12731v3 · Le'on Mata, Rodrigo Abad'ia-Heredia, Manuel Lopez-Martin et al.2022 · 11 citationsarXiv
Data-driven modal decomposition methods as feature detection techniques for flow problems: a critical assessment2212.12416v1 · Beka Begiashvili, Nourelhouda Groun, Jes'us Garicano-Mena et al.2022 · 72 citationsarXiv
A novel data-driven method for the analysis and reconstruction of cardiac cine MRI.36442273 · Groun, Nourelhouda, Villalba-Orero, María, Lara-Pezzi, Enrique et al.2022 · 7 citationsComputers in biology and medicine. 2022;151(Pt B):106317
Improving aircraft performance using machine learning: a review2210.11481v1 · Soledad Le Clainche, Esteban Ferrer, Sam Gibson et al.2022 · 198 citationsarXiv
Causality analysis of large-scale structures in the flow around a wall-mounted square cylinder2209.15356v1 · 'Alvaro Mart'inez-S'anchez, Esteban L'opez, Soledad Le Clainche et al.2022 · 24 citationsarXiv
High-resolution large-eddy simulations of simplified urban flows2207.07210v1 · Marco Atzori, Pablo Torres, Alvaro Vidal et al.2022 · 1 citationarXiv
Higher order dynamic mode decomposition to model reacting flows2203.11574v1 · Adri'an Corrochano, Giuseppe D'Alessio, Alessandro Parente et al.2022 · 27 citationsarXiv
Application and Advances in Radiographic and Novel Technologies Used for Non-Intrusive Object Inspection.35336290 · Mamchur, Dmytro, Peksa, Janis, Le Clainche, Soledad et al.2022 · 17 citationsSensors (Basel, Switzerland). 2022;22(6)
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