Poster de conférence
ILES
Publications récentes ILES
Dernières publications ILES
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Communication dans un congrès
Anne Moen, Catherine Chronaki, Eva Turk, Elena Petelos, Despina Voulgaraki, et al.. Diversity in Health Informatics: mentoring and leadership. International Congress of the European Federation for Medical Informatics, Apr 2020, Genève, Switzerland. ⟨hal-03849137⟩
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Communication dans un congrès
Bernd R. Noack, Yiqing Li, Dewei Fan, Yu Zhou, Hao Li, et al.. Machine learning control and modeling -How taming turbulence can be made easy, efficient, fast and fun!. Annual Meeting of the GDR 2502 “Separated Flow Control”, Nov 2020, Poitier, France. ⟨hal-03873963⟩
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Communication dans un congrès
Guy Y. Cornejo Maceda, Yiqing Li, François Lusseyran, Marek Morzynski, Bernd R. Noack. Stabilization of the fluidic pinball with gradient-enriched machine learning control. 73rd Annual Meeting of the APS Division of Fluid Dynamics, Nov 2020, Chigago, United States. ⟨hal-03873998⟩
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Article dans une revue
Didier Lucor, Atul Agrawal, Anne Sergent. Simple computational strategies for more effective physics-informed neural networks modeling of turbulent natural convection. Journal of Computational Physics, 2022, 456, pp.111022. ⟨10.1016/j.jcp.2022.111022⟩. ⟨hal-03847907⟩
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Communication dans un congrès
Ludovic Coelho, Nicolo Fabbiane, Christian Fagiano, Cédric Julien, Didier Lucor. Optimisation de stratifiés composites sous contrainte fiabiliste à travers un double espace de design. CSMA 2022 15ème Colloque National en Calcul des Structures, May 2022, Presqu’île de Giens, France. ⟨hal-03687315⟩
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Article dans une revue
Joel Kronborg, Frida Svelander, Samuel Eriksson-Lidbrink, Ludvig Lindström, Carme Homs-Pons, et al.. Computational Analysis of Flow Structures in Turbulent Ventricular Blood Flow Associated With Mitral Valve Intervention. Frontiers in Physiology, 2022, 13, ⟨10.3389/fphys.2022.806534⟩. ⟨hal-03848078⟩
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Pré-publication, Document de travail
Michele Alessandro Bucci, Onofrio Semeraro, Alexandre Allauzen, Sergio Chibbaro, Lionel Mathelin. Leveraging the structure of dynamical systems for data-driven modeling. 2022. ⟨hal-03846125⟩
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Article dans une revue
Andrea Palumbo, Onofrio Semeraro, Jean-Christophe Robinet, Luigi de Luca. Boundary layer transition induced by low-speed synthetic jets. Physics of Fluids, 2022, 34, ⟨10.1063/5.0128798⟩. ⟨hal-03908267⟩
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Communication dans un congrès
Guy Y. Cornejo Maceda, Yiqing Li, François Lusseyran, Marek Morzyński, Bernd R. Noack. Gradient-based machine learning control for the stabilization of the fluidic pinball and the open cavity experiment. IUTAM Symposium on Data-driven modeling and optimization in fluid mechanics, Jun 2022, Aarhus, Denmark. ⟨hal-03895510⟩
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Communication dans un congrès
François Lusseyran, Maceda Guy Y. Cornejo, Noack Eliott Varon And Bernd R., Semeraro Onofrio. Exemple et réflexions sur l’usage de l’apprentissage automatique en contrôle d’écoulements. Journée de Dynamique des Fluides du Plateau de Saclay, Mar 2022, Orsay, France. ⟨hal-03892253⟩
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Communication dans un congrès
Bernd R. Noack, Yiqing Li, Zhigang Yang, Guy Yoslan Cornejo Maceda, François Lusseyran, et al.. Machine learning drag reduction of car and truck models with multiple actuators and sensors. Aerovehicles 4, Aug 2021, Berlin, Germany. ⟨hal-03873526⟩
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Communication dans un congrès
Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Thibault Dairay, et al.. Continuous Methods : Adaptively intrusive reduced order model closure. Workshop « Continuous time methods for machine learning » – ICML, Jul 2022, Baltimore, United States. ⟨hal-03879332⟩
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Communication dans un congrès
Guy Yoslan Cornejo Maceda, François Lusseyran, Bernd R. Noack, Eliott Varon. Apprentissage automatique et méthode de gradient pour le contrôle en boucle fermée de l'écoulement en cavité ouverte. Journée de Dynamique des Fluides du Plateau de Saclay, Apr 2021, Orsay (Université Paris-Sud 11), France. ⟨hal-03873716⟩
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Communication dans un congrès
Michele Quattromini, Michele Alessandro Bucci, Stefania Cherubini, Onofrio Semeraro. Graph Neural Network models as compliant RANS closure. IUTAM Symposium on Data-driven modeling and optimization in fluid mechanics, Jun 2022, Aarhus, Denmark. ⟨hal-03854595⟩
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Article dans une revue
Giovanni de Cillis, Onofrio Semeraro, Stefano Leonardi, Pietro de Palma, Stefania Cherubini. Dynamic-mode-decomposition of the wake of the NREL-5MW wind turbine impinged by a laminar inflow. Renewable Energy, 2022, 199, pp.1-10. ⟨10.1016/j.renene.2022.08.113⟩. ⟨hal-03854591⟩
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Poster de conférence
Bastien X Nony, Mélanie C. Rochoux, Didier Lucor, Thomas Jaravel. Metamodelling for micro-scale atmospheric pollutant dispersion large-eddy simulation. MascotNum Annual Conference, Apr 2021, Aussois, France. . ⟨hal-03848430⟩
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Thèse
Yanshu Wang. Hydrogen injection in an air-filled two-vented cavity : numerical simulations, experimental comparisons and 1D modelling. Fluids mechanics [physics.class-ph]. Sorbonne Université, 2021. English. ⟨NNT : 2021SORUS552⟩. ⟨tel-03850705v2⟩
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Article dans une revue
Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Marc Schoenauer. CD-ROM: Complementary Deep-Reduced Order Model. Computer Methods in Applied Mechanics and Engineering, In press. ⟨hal-03846122⟩
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Article dans une revue
Riccardo Cocci, Guillaume Damblin, Alberto Ghione, Lucia Sargentini, Didier Lucor. Extension of the CIRCE methodology to improve the Inverse Uncertainty Quantification of several combined thermal-hydraulic models. Nuclear Engineering and Design, 2022, 398, pp.111974. ⟨10.1016/j.nucengdes.2022.111974⟩. ⟨hal-03795341⟩