Soledad Le Clainche

Orcid: 0000-0003-3605-7351

According to our database1, Soledad Le Clainche authored at least 36 papers between 2013 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Automatic Cardiac Pathology Recognition in Echocardiography Images using Higher Order Dynamic Mode Decomposition and a Vision Transformer for Small Datasets.
Expert Syst. Appl., 2025

2024
Deep learning combined with singular value decomposition to reconstruct databases in fluid dynamics.
Expert Syst. Appl., March, 2024

ModelFLOWs-app: Data-driven post-processing and reduced order modelling tools.
Comput. Phys. Commun., 2024

Intercepting Unauthorized Aerial Robots in Controlled Airspace Using Reinforcement Learning.
CoRR, 2024

Exploring the efficacy of a hybrid approach with modal decomposition over fully deep learning models for flow dynamics forecasting.
CoRR, 2024

Data repairing and resolution enhancement using data-driven modal decomposition and deep learning.
CoRR, 2024

Hierarchical higher-order dynamic mode decomposition for clustering and feature selection.
Comput. Math. Appl., 2024

2023
Forecasting through deep learning and modal decomposition in two-phase concentric jets.
Expert Syst. Appl., December, 2023

Higher-order dynamic mode decomposition on-the-fly: A low-order algorithm for complex fluid flows.
J. Comput. Phys., February, 2023

Low-cost singular value decomposition with optimal sensor placement.
CoRR, 2023

ModelFLOWs-app: data-driven post-processing and reduced order modelling tools.
CoRR, 2023

A predictive physics-aware hybrid reduced order model for reacting flows.
CoRR, 2023

2022
Application and Advances in Radiographic and Novel Technologies Used for Non-Intrusive Object Inspection.
Sensors, 2022

An Adaptive Data-Driven Reduced Order Model Based on Higher Order Dynamic Mode Decomposition.
J. Sci. Comput., 2022

Eigensolution analysis of immersed boundary method based on volume penalization: Applications to high-order schemes.
J. Comput. Phys., 2022

Data-driven eigensolution analysis based on a spatio-temporal Koopman decomposition, with applications to high-order methods.
J. Comput. Phys., 2022

Modeling the Turbulent Wake Behind a Wall-Mounted Square Cylinder.
Log. J. IGPL, 2022

Towards extraction of orthogonal and parsimonious non-linear modes from turbulent flows.
Expert Syst. Appl., 2022

A predictive hybrid reduced order model based on proper orthogonal decomposition combined with deep learning architectures.
Expert Syst. Appl., 2022

Forecasting through deep learning and modal decomposition in multi-phase concentric jets.
CoRR, 2022

Improving aircraft performance using machine learning: a review.
CoRR, 2022

Structural sensitivity in non-linear flows using direct solutions.
Comput. Math. Appl., 2022

Higher order dynamic mode decomposition: From fluid dynamics to heart disease analysis.
Comput. Biol. Medicine, 2022

A novel data-driven method for the analysis and reconstruction of cardiac cine MRI.
Comput. Biol. Medicine, 2022

2021
Model-free short-term fluid dynamics estimator with a deep 3D-convolutional neural network.
Expert Syst. Appl., 2021

2020
Reconstruction of three-dimensional flow fields from two-dimensional data.
J. Comput. Phys., 2020

HODMD Analysis in a Forced Flow over a Backward-Facing Step by Harmonic Perturbations.
Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

Modeling Double Concentric Jets Using Linear and Non-linear Approaches.
Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

2019
Generating Three-Dimensional Fields from Two-Dimensional Soft Computing Strategies.
Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

An Introduction to Some Methods for Soft Computing in Fluid Dynamics.
Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

A Data-Driven ROM Based on HODMD.
Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

Soft Computing Techniques to Analyze the Turbulent Wake of a Wall-Mounted Square Cylinder.
Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

2018
Spatio-Temporal Koopman Decomposition.
J. Nonlinear Sci., 2018

Analyzing Nonlinear Dynamics via Data-Driven Dynamic Mode Decomposition-Like Methods.
Complex., 2018

2017
Higher Order Dynamic Mode Decomposition.
SIAM J. Appl. Dyn. Syst., 2017

2013
Principal Component Analysis on a LES of a Squared Ribbed Channel.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013


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