RDF/XML JSON-LD N3/Turtle RDF/JSON

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

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

Actividades

An adaptive framework for autoregressive forecasting in CFD using hybrid modal decomposition and deep learning

  • Abadia-Heredia, Rodrigo
  • Zou, Xiangrui
  • Lopez-Martin, Manuel
  • Le Clainche, Soledad

EXPERT SYSTEMS WITH APPLICATIONS - 15/1/2027

10.1016/j.eswa.2026.134050 Ver en origen

  • ISSN 09574174

Divergence detection and flow structure analysis in POD-DL predictions of a hydrogen-methane flame

  • Zou, Xiangrui
  • Parente, Alessandro
  • Le Clainche, Soledad

EUROPEAN JOURNAL OF MECHANICS B-FLUIDS - 26/9/2026

10.1016/j.euromechflu.2026.204515 Ver en origen

  • ISSN 09977546

Flow field predictions using hybrid autoregressive reduced-order models: A critical assessment

  • Sengupta, Arindam
  • Abadia-Heredia, Rodrigo
  • Perez, Jose Miguel
  • Le Clainche, Soledad

PHYSICS OF FLUIDS - 1/7/2026

10.1063/5.0318083 Ver en origen

  • ISSN 10897666

Ensemble Kalman filter for data assimilation coupled with low-resolution computations techniques applied in fluid dynamics

  • Jeanney, Paul
  • Hetherington, Ashton
  • Ahmed, Shady E
  • Lanceta, David
  • Saiz, Susana
  • Perez, Jose Miguel
  • Le Clainche, Soledad
... Ver más Contraer

APPLIED MATHEMATICS AND COMPUTATION (p. 130184-130184) - 3/6/2026

10.1016/j.amc.2026.130184 Ver en origen

  • ISSN 00963003

Research on the impact of cash holdings on the productivity growth of power enterprises in an uncertain environment

  • Xu, Xiaobin
  • Li, Jiannan
  • Li, Hangtian
  • Le Clainche, Soledad
  • Bautista, Juan Angel Martin

International Review of Economics & Finance - 1/6/2026

10.1016/j.iref.2026.105184 Ver en origen

  • ISSN 10590560

Coherent structures in Newtonian and viscoelastic turbulent planar jets

  • Amor, Christian
  • Corrochano, Adrian
  • Soligo, Giovanni
  • Le Clainche, Soledad
  • Rosti, Marco Edoardo

JOURNAL OF FLUID MECHANICS - 29/5/2026

10.1017/jfm.2026.11610 Ver en origen

  • ISSN 00221120

Transformer-based fault-tolerant control for fixed-wing aerial vehicles using offline reinforcement learning

  • Giral, Francisco
  • Gomez, Ignacio
  • Vinuesa, Ricardo
  • Le Clainche, Soledad

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE - 1/5/2026

10.1016/j.engappai.2026.114293 Ver en origen

  • ISSN 09521976

Characterizing intraventricular flow patterns via modal decomposition techniques in idealized left ventricle models

  • Lazpita, E
  • Neidlin, M
  • Garicano-Mena, J
  • Le Clainche, S

PHYSICS OF FLUIDS - 1/5/2026

10.1063/5.0326659 Ver en origen

  • ISSN 10897666

LC-SVD-DLinear: A low-cost physics-based hybrid machine learning model for data forecasting using sparse measurements

  • Hetherington, Ashton
  • Leones, Javier Lopez
  • Le Clainche, Soledad

EXPERT SYSTEMS WITH APPLICATIONS - 25/4/2026

10.1016/j.eswa.2025.131009 Ver en origen

  • ISSN 09574174

Coherent structures in a parallel planar gas-liquid mixing layer

  • Corrochano, A
  • Abadia-Heredia, R
  • Crialesi-Esposito, M
  • Brandt, L
  • Le Clainche, S

PHYSICS OF FLUIDS - 1/2/2026

10.1063/5.0311162 Ver en origen

  • ISSN 10897666

Higher Order Dynamic Mode Decomposition and Its Applications

  • Vega JM
  • Clainche SL

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

10.1016/c2019-0-00038-6 Ver en origen

  • 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 Ver en origen

  • ISSN 27307778

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

  • Lazpita
  • E
  • Begiashvili
  • B
  • Garicano
  • J
  • Le Clainche
  • S
  • Valero
  • E
... Ver más Contraer

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

10.1007/978-3-031-37160-8_31 Ver en origen

  • 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 Ver en origen

  • ISSN 27307778

Shallow Neural Networks and Turbulent Flows

  • Abadía-Heredia
  • R
  • Crialesi-Esposito
  • M
  • Brandt
  • L
  • Le Clainche
  • S
... Ver más Contraer

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

10.1007/978-3-031-37160-8_15 Ver en origen

  • 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 Ver en origen

  • ISSN 27307778

A Predictive Physics-Aware Machine Learning Model for Reacting Flows

  • Corrochano
  • A
  • Freitas
  • RSM
  • Parente
  • A
  • Le Clainche
  • S
... Ver más Contraer

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

10.1007/978-3-031-37160-8_12 Ver en origen

  • ISSN 27307778

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

  • Muñoz
  • E
  • Dave
  • H
  • D'Alessio
  • G
  • Parente
  • A
  • Le Clainche
  • S
... Ver más Contraer

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

10.1007/978-3-031-37160-8_20 Ver en origen

  • ISSN 27307778

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

  • Amor
  • C
  • Monti
  • A
  • Rosti
  • ME
  • Le Clainche
  • S
... Ver más Contraer

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

10.1007/978-3-031-37160-8_10 Ver en origen

  • ISSN 27307778

Machine Learning to Reconstruct Aeronautical Databases with Deep Neural Networks

  • Díaz
  • P
  • Corrochano
  • A
  • López-Martín
  • M
  • Le Clainche
  • S
... Ver más Contraer

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

10.1007/978-3-031-37160-8_19 Ver en origen

  • ISSN 27307778

Neural Networks to Speed Up Multiphase Flow Numerical Simulations

  • Mata
  • L
  • Abadía-Heredia
  • R
  • Pérez
  • JM
  • Le Clainche
  • S
... Ver más Contraer

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

10.1007/978-3-031-37160-8_36 Ver en origen

  • ISSN 27307778

Efficient Data Forecasting Using Low-Cost SVD and DLinear Model

  • Han Chen
  • Ashton Hetherington
  • Eneko Lazpita
  • Soledad Le Clainche

Book of Abstracts Spanish Fluid Mechanics Conference 2025 - 27/6/2025

  • iMarina

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 Ver en origen

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

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 Ver en origen

  • 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 Ver en origen

  • 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
... Ver más Contraer

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

10.23967/eccomas.2024.062 Ver en origen

  • 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

Este/a investigador/a no tiene documentos de trabajo.

Este/a investigador/a no tiene informes técnicos.

VARIANT

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

Ejecución: 01-06-2026 - 31-12-2029

Tipo: Interno

Importe financiado: 0,00 Euros.

  • iMarina

Hybrid modelling for hydrogen combustion: Accelerating LES with adaptive uncertainty-aware LEM and neural ROMs

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

Ejecución: 04-05-2026 - 03-05-2028

Tipo: Internacional

Importe financiado: 20991456,00 Euros.

  • iMarina

Towards sustainable Computational Fluid Dynamics

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

Ejecución: 01-01-2026 - 31-12-2029

Tipo: Internacional

Importe financiado: 28218816,00 Euros.

  • iMarina

CHEOPS-IA - CHARACTERIZING EXOPLANETS ¿ INTELIGENCIA ARTIFICIAL

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

Ejecución: 01-01-2026 - 30-06-2026

Tipo: Interno

Importe financiado: 0,00 Euros.

  • iMarina

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

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

Ejecución: 01-03-2025 - 28-02-2026

Tipo: Interno

Importe financiado: 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))

Ejecución: 06-02-2025 - 07-02-2025

Tipo: Internacional

Importe financiado: 4000,00 Euros.

  • iMarina

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

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

Ejecución: 01-09-2024 - 31-08-2028

Tipo: Nacional

Importe financiado: 215000,00 Euros.

  • iMarina

AIRCRAFT PERFORMANCE INSIGHTS FROM SURVEILLANCE DATA

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

Ejecución: 01-07-2024 - 31-12-2024

Tipo: Interno

  • 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))

Ejecución: 01-01-2023 - 31-12-2026

Tipo: Internacional

Importe financiado: 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))

Ejecución: 01-01-2023 - 31-12-2026

Tipo: Internacional

Importe financiado: 251971,20 Euros.

  • 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

Este/a investigador/a no tiene patentes o licencias de software.

Última actualización de los datos: 21/10/26 1:17