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Le Clainche Martinez, Soledad soledad.leclainche@upm.es

MATEMÁTICA APLICADA A LA INGENIERÍA AEROESPACIAL (DMAIA) / Universidad Politécnica de Madrid

Publications

The coherent structures of EVP fluid flow past a circular cylinder

  • Corrochano, Adrian
  • Iqbal, Kazi Tassawar
  • Parvar, Saeed
  • Le Clainche, Soledad
  • Tammisola, Outi

Theoretical And Computational Fluid Dynamics - 16/1/2026

10.1007/s00162-026-00775-3 View at source

  • ISSN 09354964

Efficient reduced-order modelling based on HODMD to predict intraventricular flow dynamics

  • Lazpita, Eneko
  • Garicano-Mena, Jesus
  • Le Clainche, Soledad

Flow - 15/1/2026

10.1017/flo.2025.10038 View at source

  • ISSN 26334259

Intercepting unauthorized aerial robots in controlled airspace using reinforcement learning

  • Giral, F
  • Gomez, I
  • Le Clainche, S

Aerospace Science And Technology - 1/1/2026

10.1016/j.ast.2025.110985 View at source

  • ISSN 00341223

A low-cost singular value decomposition-based data assimilation technique for analysis of heterogeneous combustion data

  • Pillai, P
  • Hetherington, A I
  • Saavedra, L
  • Le Clainche, S

Physics Of Fluids - 1/8/2025

10.1063/5.0279612 View at source

  • ISSN 10897666

Low-cost singular value decomposition with optimal sensor placement

  • Hetherington, A
  • Le Clainche, S

Physics Of Fluids - 1/8/2025

10.1063/5.0283590 View at source

  • ISSN 10897666

A Predictive Physics-Aware Hybrid Reduced Order Model for Reacting Flows

  • Corrochano, A
  • Freitas, RSM
  • López-Martín, M
  • Parente, A
  • Le Clainche, S

International Journal For Numerical Methods In Engineering - 15/6/2025

10.1002/nme.70058 View at source

  • ISSN 00295981

A review on vortex dynamics in the healthy and dilated left ventricles and its application to heart health

  • Nagargoje, MS
  • Lazpita, E
  • Garicano-Mena, J
  • Le Clainche, S

Flow - 7/5/2025

10.1017/flo.2025.6 View at source

  • ISSN 26334259

Eigenhearts: Cardiac diseases classification using eigenfaces approach.

  • Groun N
  • Villalba-Orero M
  • Casado-Martín L
  • Lara-Pezzi E
  • Valero E
  • Le Clainche S
  • Garicano-Mena J
... View more Collapse

Comput. Biol. Med. - 26/4/2025

10.1016/j.compbiomed.2025.110167 View at source

  • ISSN 18790534

Automatic Cardiac Pathology Recognition in Echocardiography Images using Higher Order Dynamic Mode Decomposition and a Vision Transformer for Small Datasets

  • Bell-Navas, A
  • Groun, N
  • Villalba-Orero, M
  • Lara-Pezzi, E
  • Garicano-Mena, J
  • Le Clainche, S

Expert Systems With Applications - 10/3/2025

10.1016/j.eswa.2024.125849 View at source

  • ISSN 09574174

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

  • Groun, Nourelhouda
  • Villalba-Orero, Maria
  • Casado-Martin, Lucia
  • Lara-Pezzi, Enrique
  • Valero, Eusebio
  • Garicano-Mena, Jesus
  • Le Clainche, Soledad
... View more Collapse

Results In Engineering - 1/3/2025

10.1016/j.rineng.2025.104143 View at source

  • ISSN 25901230

Higher Order Dynamic Mode Decomposition and Its Applications

  • Vega JM
  • Clainche SL

(p. 1-304) - 1/1/2020

10.1016/c2019-0-00038-6 View at source

  • ISBN Higher Order Dynamic Mode Decomposition and Its Applications

Data-Driven Methods Beyond Aerospace Field

  • Groun N
  • Begiashvili B
  • Valero E
  • Garicano-Mena J
  • Le Clainche S

Sustainable Aviation (p. 105-110) - 1/1/2023

10.1007/978-3-031-37160-8_16 View at source

  • ISSN 27307778

Efficient Data-Driven Algorithms to Identify Patterns in Aeronautical Industrial Problems

  • Lazpita
  • E
  • Begiashvili
  • B
  • Garicano
  • J
  • Le Clainche
  • S
  • Valero
  • E
... View more Collapse

Sustainable Aviation (p. 201-206) - 1/1/2023

10.1007/978-3-031-37160-8_31 View at source

  • ISSN 27307778

Aeroelastic Flutter Detection by Higher Order Dynamic Mode Decomposition (HODMD)-Based Techniques and Convolutional Neural Networks (CNN)

  • López
  • J
  • Moreno-Ramos
  • R
  • Le Clainche
  • S

Sustainable Aviation (p. 163-168) - 1/1/2023

10.1007/978-3-031-37160-8_25 View at source

  • ISSN 27307778

Shallow Neural Networks and Turbulent Flows

  • Abadía-Heredia
  • R
  • Crialesi-Esposito
  • M
  • Brandt
  • L
  • Le Clainche
  • S
... View more Collapse

Sustainable Aviation (p. 99-104) - 1/1/2023

10.1007/978-3-031-37160-8_15 View at source

  • ISSN 27307778

Flow Patterns in Double Planar Synthetic Jets

  • Muñoz
  • E
  • Le Clainche
  • S

Sustainable Aviation (p. 141-147) - 1/1/2023

10.1007/978-3-031-29933-9_16 View at source

  • ISSN 27307778

A Predictive Physics-Aware Machine Learning Model for Reacting Flows

  • Corrochano
  • A
  • Freitas
  • RSM
  • Parente
  • A
  • Le Clainche
  • S
... View more Collapse

Sustainable Aviation (p. 75-79) - 1/1/2023

10.1007/978-3-031-37160-8_12 View at source

  • ISSN 27307778

Reduced-Order Models Using Clustering-Based Methods in Synthetic Jets

  • Muñoz
  • E
  • Dave
  • H
  • D'Alessio
  • G
  • Parente
  • A
  • Le Clainche
  • S
... View more Collapse

Sustainable Aviation (p. 131-136) - 1/1/2023

10.1007/978-3-031-37160-8_20 View at source

  • ISSN 27307778

Coherence in Turbulent Canopy Flows: A Study of the Flow Patterns

  • Amor
  • C
  • Monti
  • A
  • Rosti
  • ME
  • Le Clainche
  • S
... View more Collapse

Sustainable Aviation (p. 61-65) - 1/1/2023

10.1007/978-3-031-37160-8_10 View at source

  • ISSN 27307778

Machine Learning to Reconstruct Aeronautical Databases with Deep Neural Networks

  • Díaz
  • P
  • Corrochano
  • A
  • López-Martín
  • M
  • Le Clainche
  • S
... View more Collapse

Sustainable Aviation (p. 125-129) - 1/1/2023

10.1007/978-3-031-37160-8_19 View at source

  • ISSN 27307778

Neural Networks to Speed Up Multiphase Flow Numerical Simulations

  • Mata
  • L
  • Abadía-Heredia
  • R
  • Pérez
  • JM
  • Le Clainche
  • S
... View more Collapse

Sustainable Aviation (p. 235-240) - 1/1/2023

10.1007/978-3-031-37160-8_36 View at source

  • ISSN 27307778

Automatic Heart Disease Prediction using Modal Decomposition and Masked Autoencoders for Limited Echocardiography Databases

  • Andrés Bell-Navas, Nourelhouda Groun, María Villalba-Orero, Enrique Lara-Pezzi, Jesús Garicano-Mena, Soledad Le Clainche

11/9/2024

https://10.1177/03913988241279540 View at source

Automatic Heart Disease Recognition in Limited Databases of Echocardiograms Improved with Higher Order Dynamic Mode Decomposition and Vision Transformers

  • Andrés Bell-Navas, Nourelhouda Groun, María Villalba-Orero, Enrique Lara-Pezzi, Jesús Garicano-Mena, Soledad Le Clainche

27/6/2024

  • iMarina

Hybrid reduced order models grounded in physics.

  • Le Clainche Martínez, Soledad

Advancing Fluid And Soft-Matter Dynamics With Machine Learning And Data Science: A Conference At Uw-Madison - 3/6/2024

  • iMarina

Machine learning for reduced order modelling

  • Le Clainche, Soledad

Spanish Soft Matter - 3/11/2024

  • iMarina

Reduced order models in complex flows

  • Le Clainche Martínez, Soledad

Machine Learning For Fluid Mechanics: Analysis, Modeling, Control And Closures - 29/1/2024

  • iMarina

Coherent structures in elastic turbulent planar jets

  • Amor, C
  • Corrochano, A
  • Rota, GF
  • Rosti, ME
  • Le Clainche, S

Journal Of Physics: Conference Series - 1/1/2024

10.1088/1742-6596/2753/1/012020 View at source

  • ISSN 17426588

EVALUATING FORECAST DIVERGENCE IN FLUID DYNAMICS: A METRIC FOR AUTOREGRESSIVE MODELS IN THE ABSENCE OF TRUE SOLUTION DATA

  • Abadía-Heredia R
  • Lopez-Martin M
  • Le Clainche S

World Congress In Computational Mechanics And Eccomas Congress - 1/1/2024

10.23967/eccomas.2024.086 View at source

  • ISSN 26966999

FLOW CONTROL WITH DATA DRIVEN APPROACHES FOR LAMINAR FLAMES

  • Corrochano A
  • Canals UL
  • Saavedra L
  • Le Clainche S

World Congress In Computational Mechanics And Eccomas Congress - 1/1/2024

https://doi.org/10.23967/eccomas.2024.085 View at source

  • ISSN 26966999

ON THE NUMERICAL SIMULATION OF LEFT VENTRICLE BLOOD FLOW

  • Lazpita E
  • Nagargoje MS
  • Mares A
  • Quintero P
  • Neidlin M
  • Clainche SL
  • Garicano-Mena J
... View more Collapse

World Congress In Computational Mechanics And Eccomas Congress - 1/1/2024

10.23967/eccomas.2024.062 View at source

  • ISSN 26966999

Integrating CFD And Deep Learning For Enhanced Hemodynamic > Predictions In The Left Ventricle

  • Eneko Lazpita, Petros Koumoutsakos, Jesús Garicano-Mena, Soledad Le > Clainche

50th European Society Of Artificial Organs Congress - 1/1/2024

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

Towards sustainable Computational Fluid Dynamics

  • , (Participante)
  • PEREZ PEREZ, JOSE MIGUEL (Becario/a)
  • LE CLAINCHE MARTINEZ, SOLEDAD (Investigador principal (IP))

Period: 01-01-2026 - 31-12-2029

Type of funding: International

Amount of funding: 28218816,00 Euros.

  • iMarina

CHEOPS-IA - CHARACTERIZING EXOPLANETS ¿ INTELIGENCIA ARTIFICIAL

  • LE CLAINCHE MARTINEZ, SOLEDAD (Investigador principal (IP))

Period: 01-01-2026 - 30-06-2026

Type of funding: Internal

Amount of funding: 0,00 Euros.

  • iMarina

SERVICE CONTRACT FOR FUEL ANALYTICS DEVELOPMENT AND INTEGRATION SUPPORT/PO 24860000291

  • LE CLAINCHE MARTINEZ, SOLEDAD (Investigador principal (IP))

Period: 01-03-2025 - 28-02-2026

Type of funding: Internal

Amount of funding: 0,00 Euros.

  • iMarina

Cyber-Physical systems and digital twins for the decarbonisation of energy-intensive industries

  • , (Participante)
  • LE CLAINCHE MARTINEZ, SOLEDAD (Investigador principal (IP))

Period: 06-02-2025 - 07-02-2025

Type of funding: International

Amount of funding: 4000,00 Euros.

  • iMarina

Gemelos digitales para mejorar el rendimiento aerodinámico de aeronaves y el diagnóstico de daños

  • CORROCHANO CALCERRADA, ADRIAN (Miembro del equipo de trabajo)
  • RAPUN BANZO, MARIA LUISA (Investigador principal (IP))
  • LE CLAINCHE MARTINEZ, SOLEDAD (Investigador principal (IP))
  • PEREZ PEREZ, JOSE MIGUEL (Participante)
  • MARTIN BAUTISTA, JUAN ANGEL (Participante)
  • PENA RODRIGUEZ, MANUEL (Miembro del equipo de trabajo)

Period: 01-09-2024 - 31-08-2028

Type of funding: National

Amount of funding: 215000,00 Euros.

  • iMarina

AIRCRAFT PERFORMANCE INSIGHTS FROM SURVEILLANCE DATA

  • LE CLAINCHE MARTINEZ, SOLEDAD (Investigador principal (IP))

Period: 01-07-2024 - 31-12-2024

Type of funding: Internal

  • iMarina

Groundbreaking tools and models to reduce air pollution in urban areas

  • IAN HETHERINGTON, ASHTON (Participante)
  • BARRAGAN MONTALVO, GUILLERMO ENRIQUE (Participante)
  • SENGUPTA, ARINDAM (Participante)
  • LE CLAINCHE MARTINEZ, SOLEDAD (Investigador principal (IP))

Period: 01-01-2023 - 31-12-2026

Type of funding: International

Amount of funding: 503942,40 Euros.

  • iMarina

ENabling sustainable COmbustion technologies using hybrid physics-based Data-driven modelING

  • PILLAI, PRAJITH (Participante)
  • LE CLAINCHE MARTINEZ, SOLEDAD (Investigador principal (IP))

Period: 01-01-2023 - 31-12-2026

Type of funding: International

Amount of funding: 251971,20 Euros.

  • iMarina

Nuevas herramientas y modelos para predecir la progresión de la enfermedad cardíaca y la respuesta al tratamiento

  • GARICANO MENA, JESUS (Investigador principal (IP))
  • LE CLAINCHE MARTINEZ, SOLEDAD (Investigador principal (IP))
  • IAN HETHERINGTON, ASHTON (Miembro del equipo de trabajo)
  • SOLE MIRO, POL (Miembro del equipo de trabajo)
  • BELL NAVAS, ANDRES (Miembro del equipo de trabajo)
  • LAZPITA SUINAGA, ENEKO (Miembro del equipo de trabajo)
  • MARTINEZ CARRASCAL, JON (Participante)
  • FERRER VACCAREZZA, ESTEBAN (Participante)
  • PEREZ PEREZ, JOSE MIGUEL (Participante)
  • CORROCHANO CALCERRADA, ADRIAN (Miembro del equipo de trabajo)
  • SAAVEDRA LAGO, LAURA (Participante)
  • ABADIA HEREDIA, SANTOS RODRIGO (Miembro del equipo de trabajo)
... View more Collapse

Period: 01-12-2022 - 30-11-2024

Type of funding: National

Amount of funding: 300380,00 Euros.

  • iMarina

Mecanometabolismo de la insuficiencia cardiaca asociada a la edad - CardioAging

  • GARICANO MENA, JESUS (Miembro del equipo de trabajo)
  • CORROCHANO CALCERRADA, ADRIAN (Miembro del equipo de trabajo)
  • LE CLAINCHE MARTINEZ, SOLEDAD (Investigador principal (IP))

Period: 03-10-2022 - 02-10-2025

Type of funding: National

  • iMarina

Advanced Computational Modeling and Innovative Data-Driven Analysis of Left Ventricular Hemodynamics

  • GARICANO MENA, JESUS (Director)
  • LE CLAINCHE MARTINEZ, SOLEDAD (Director) Doctorando: LAZPITA SUINAGA, ENEKO

29/9/2025

  • iMarina

Innovative Data-Driven Methods for Clustering and Flow Control in Reacting Flows

  • LE CLAINCHE MARTINEZ, SOLEDAD (Director) Doctorando: Corrochano Calcerrada, Adrián

28/2/2025

  • iMarina

Deep Learning and Modal Decomposition for Reduced-Order Modeling of High-Dimensional Flow Dynamics

  • López Martín, Manuel (Director)
  • LE CLAINCHE MARTINEZ, SOLEDAD (Director) Doctorando: ABADIA HEREDIA, SANTOS RODRIGO

2/10/2025

  • iMarina

Advanced data-driven modal decomposition techniques for medical imaging applications

  • GARICANO MENA, JESUS (Director)
  • LE CLAINCHE MARTINEZ, SOLEDAD (Director) Doctorando: Groun, Nourelhouda

21/6/2024

  • iMarina

Análisis de Sistemas Dinámicos en Ingeniería Aeroespacial Mediante Métodos de Descomposición Modal Avanzados

  • GARICANO MENA, JESUS (Director)
  • LE CLAINCHE MARTINEZ, SOLEDAD (Director) Doctorando: Begiashvili, Beka

24/5/2024

  • iMarina

Detección de modos de flameo en ensayos en vuelo utilizando métodos basados en HODMD

  • LE CLAINCHE MARTINEZ, SOLEDAD (Director)
  • VEGA DE PRADA, JOSE MANUEL (Director) Doctorando: Méndez Gaona, Carlos Domingo

1/12/2021

  • iMarina

This researcher has no patents or software licenses.

Last data update: 2/16/26 4:42 AM