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Data-Driven Model to Predict Aircraft Vibration Environment
Stéphane Février
,
Stéphane Nachar
,
Lionel Mathelin
,
Frédéric Giordano
,
Bérengère Podvin
Journal articles
hal-04185185v1
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On the role of roughness valleys in turbulent Rayleigh–Bénard convection
Mebarek Belkadi
,
Anne Sergent
,
Yann Fraigneau
,
Bérengère Podvin
Journal articles
hal-04193578v1
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Flow reconstruction using manifold learning and structure-preserving metrics
Lionel Mathelin
,
Alex Gorodetsky
,
Bérengère Podvin
SIAM Conference on Computational Science and Engineering (CSE21), Mar 2021, Virtual conference, France
Conference papers
hal-03451326v1
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Apprentissage de graphe pour la reconstruction de l'environnement vibratoire
Stéphane Février
,
Stéphane Nachar
,
Lionel Mathelin
,
Frédéric Giordano
,
Bérengère Podvin
15ème colloque national en calcul des structures, Université Polytechnique Hauts-de-France [UPHF], May 2022, 83400 Hyères-les-Palmiers, France
Conference papers
hal-03717557v1
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An overview of aircraft vibration environment prediction using machine learning
Stéphane Février
,
Stéphane Nachar
,
Lionel Mathelin
,
Frédéric Giordano
,
Bérengère Podvin
Computational Challenges and Emerging Tools Workshop, Apr 2023, Cambridge (Isaac Newton Institute for Mathematical Sciences), United Kingdom
Conference poster
hal-04185152v1
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Prédiction de l'ambiance vibratoire dans un avion par apprentissage automatique
Stéphane Février
,
Stéphane Nachar
,
Lionel Mathelin
,
Frédéric Giordano
,
Bérengère Podvin
12ème Journées des Jeunes Chercheurs en Acoustique vibrations et Bruit, JJCAB 2022, Nov 2022, Lyon, France
Conference poster
hal-04185164v1
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Unsupervised identification of motifs in turbulent channel flow using Latent Dirichlet Allocation
Mohamed Frihat
,
Némo Malhomme
,
Bérengère Podvin
,
Lionel Mathelin
,
Yann Fraigneau
,
et al.
Euromech colloquium on Machine learning methods for turbulent separated flows, Jun 2021, Paris, France
Conference papers
hal-03451341v1
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Reduced-order modelling of radiative transfer effects on Rayleigh–Bénard convection in a cubic cell
Laurent Soucasse
,
Bérengère Podvin
,
Philippe Rivière
,
Anouar Soufiani
Journal articles
hal-02882002v1
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Data-Driven Prediction of Aircraft Vibration Environment During Unsteady Flight Dynamics
Stéphane Février
,
Stéphane Nachar
,
Lionel Mathelin
,
Frédéric Giordano
,
Bérengère Podvin
1st Annual Aerospace Structures, Structural Dynamics, and Materials Conference (SSDM), ASME, Jun 2023, San Diego (California), United States
Conference papers
hal-04185012v1
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Proper orthogonal decomposition analysis and modelling of large-scale flow reorientations in a cubic Rayleigh–Bénard cell
Laurent Soucasse
,
Berengere Podvin
,
Philippe Rivière
,
Anouar Soufiani
Journal articles
hal-02342436v1
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Coherent structure identification in turbulent channel flow using latent Dirichlet allocation
Mohamed Frihat
,
Bérengère Podvin
,
Lionel Mathelin
,
Yann Fraigneau
,
François Yvon
Journal articles
hal-03258870v1
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