Publications récentes ILES

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⟩

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⟩

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⟩

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⟩

Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Thibault Dairay, et al.. Continuous Methods : Adaptively intrusive reduced order model closure. 2022. ⟨hal-03879332⟩

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⟩

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⟩

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⟩

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⟩

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⟩

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 (111022). ⟨hal-03159996⟩

Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Marc Schoenauer. CD-ROM: Complementary Deep-Reduced Order Model. 2022. ⟨hal-03846122⟩

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⟩

Bastien X Nony, Mélanie Rochoux, Thomas Jaravel, Didier Lucor. Reduced-order modeling for parameterized large-eddy simulations of atmospheric pollutant dispersion. 2022. ⟨hal-03736838⟩

Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Marc Schoenauer. Continuous Methods : Hamiltonian Domain Translation. 2022. ⟨hal-03716629⟩

Stéphane Février, Stéphane Nachar, Lionel Mathelin, Frédéric Giordano, Bérengère Podvin. Apprentissage de graphe pour la reconstruction de l'environnement vibratoire. 15ème colloque national en calcul des structures, Université Polytechnique Hauts-de-France [UPHF], May 2022, 83400 Hyères-les-Palmiers, France. ⟨hal-03717557⟩

Riccardo Cocci, Alberto Ghione, Lucia Sargentini, Guillaume Damblin, Didier D Lucor. Model assessment for direct contact condensation induced by a sub-cooled water jet in a circular pipe. International Journal of Heat and Mass Transfer, 2022, 195 (123162), ⟨10.1016/j.ijheatmasstransfer.2022.123162⟩. ⟨hal-03697625⟩

Lucas Fery, Berengere Dubrulle, Berengere Podvin, Flavio Pons, Davide Faranda. Learning a weather dictionary of atmospheric patterns using Latent Dirichlet Allocation. Geophysical Research Letters, 2022, 49, pp.e2021GL096184. ⟨10.1029/2021GL096184⟩. ⟨hal-03258523⟩

Ludovic Coelho, Nicolo Fabbiane, Christian Fagiano, Cédric Julien, Didier Lucor. Optimisation de stratifiés composites sous contrainte fiabiliste à travers un double espace de design. 15ème colloque national en calcul des structures, Université Polytechnique Hauts-de-France [UPHF], May 2022, 83400 Hyères-les-Palmiers, France. ⟨hal-03717677⟩