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Dépôts avec texte intégral
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Mots-clés
Corps d'Ahmed
Multi-fidelity
Acoustics and Ultrasonics
Aircraft
Aorta
Fluidic pinball
Ahmed body POD symmetry breaking modes
Aorte
Proper orthogonal decomposition
Rotating flow
Bayesian calibration
Plunging foil
Boundary conditions
Computational physics
Computational Physics physicscomp-ph
Gaussian process regression
Composite structures
Boundary-layer flow
4D flow MRI
Physics informed neural networks
Acoustic-gravity waves
Calage bayésien
Data assimilation
Deep neural network
Instabilities
Physics-informed machine learning
Cavity flow
Aeroelasticity Composite Surrogate modelling Uncertainty quantification
Aéronautique
Experiments
Co-kriging
Uncertainty quantification
Coefficient d'entraînement
Vibration environment
AERODYNAMIQUE
Composite material
Conformal prediction
Atmospheric Boundary-Layer Flows
Atmospheric Dispersion
Machine learning
Thrombosis
Numerical simulation
Proper Orthogonal Decomposition
Ahmed body
Rotating flows
Aeronautics
Surface pollution
Flow control
Immersed boundaries
Fluid Dynamics physicsflu-dyn
Buoyant jet
Large-eddy simulation
Computational Fluid Dynamics
Optimization
POD
Adaptivity
Combined Effect Tests
ADAPTATION MAILLAGE
Atmospheric dispersion
Deep learning
Unsteady flows
Conditions limites
Apprentissage statistique
Modal decomposition
Assimilation de données
Aeroelasticity
Computational fluid dynamics
FOS Physical sciences
Contact System
Condensation
CIRCE
Air pollutant dispersion
Surrogate models
Clogging
Compressible flows
Apprentissage automatique
Channel flow
Atmospheric circulation
Coherent structures
Direct numerical simulation
Composite
Mécanique des fluides
Artificial intelligence
Turbulence
Free surface
Ahmed body numerical simulation POD wake control
Atmospheric processes
Aerodynamics
Calcul Haute Performance
Fluid Dynamics
Cavité avec évents
Parametric uncertainty
Catchment modeling
Machine Learning
Surrogate modeling
Aerodynamics Proper Orthogonal Decomposition Reduced-order Model Direct Numerical Simulation Experiments
Bi-local stability analysis
Aeroelastic tailoring
Ahmed body POD switches
Transition to turbulence
LAst publications
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Kevin Bouaou, Thomas Dietenbeck, Gilles Soulat, Ioannis Bargiotas, Sophia Houriez--Gombaud- Saintonge, et al.. 4D flow MRI aortic cross-sectional pressure changes and their associations with flow patterns in health and aneurysm. Journal of Cardiovascular Magnetic Resonance, 2024, ⟨10.1016/j.jocmr.2024.101030⟩. ⟨hal-04479210⟩
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Vincent Chabridon, Edgar Jaber, Emmanuel Remy, Michaël Baudin, Didier Lucor, et al.. Sensitivity Analyses of a Multi-Physics Long-Term Clogging Model For Steam Generators. International Journal for Uncertainty Quantification, 2024, ⟨10.1615/Int.J.UncertaintyQuantification.2024051489⟩. ⟨hal-04381960v2⟩
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Rahul Sundar, Didier Lucor, Sunetra Sarkar. Understanding the training of PINNs for unsteady flow past a plunging foil through the lens of input subdomain level loss function gradients. 10th International and 50th National Conference on Fluid Mechanics and Fluid Power (FMFP), Dec 2023, Jodhpur, France. ⟨hal-04463178⟩
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François Lusseyran, Guy Y. Cornejo Maceda, Eliott Varon, Bernd R. Noack. On open cavity flow control in the age of artificial intelligence. From the nonlinear dynamical systems theory to observational chaos, Christophe Letellier; Sylvain Mangiarotti; Denisse Sciamarella, Oct 2023, Toulouse, France. ⟨hal-04476406⟩
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Stéphanie Pellerin, Bérengère Podvin, Yann Fraigneau, Guillaume Bonnavion, Olivier Cadot. Near wake of an Ahmed body: analysis of switches and base pressure-velocity relationship. Fifth international conference in numerical and experimental aerodynamics of, road vehicles and trains (Aerovehicles 5), Jun 2023, Poitiers, France. ⟨hal-04406619⟩
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Michele Quattromini, Michele Alessandro Bucci, Stefania Cherubini, Onofrio Semeraro. Operator learning of RANS equations: a Graph Neural Network closure model. The mathematical and statistical foundation of future data-driven engineering -- Computational Challenges and Emerging Tools, Apr 2023, Cambridge, United Kingdom. ⟨hal-04407775⟩
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Michele Alessandro Bucci, Onofrio Semeraro, Alexandre Allauzen, Sergio Chibbaro, Lionel Mathelin. Curriculum learning for data-driven modeling of dynamical systems. European Physical Journal E: Soft matter and biological physics, 2023, 46 (3), pp.12. ⟨10.1140/epje/s10189-023-00269-8⟩. ⟨hal-04291002⟩
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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⟩
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Antoine Faugaret, Laurent Martin Witkowski. Étude d'une condition aux limites simple pour un écoulement à surface libre en rotation dans une cavité cylindrique : effet de la variation du rapport de forme.. 25e Congrès Français de Mécanique, Nantes, 29 août-2 septembre 2022, Aug 2022, Nantes, France. ⟨hal-04280116⟩
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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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Ludovic Coelho, Nicolò Fabbiane, Christian Fagiano, Cédric Julien, Didier Lucor. Gradient reliability-based design optimization of a composite plate through multi-scale design spaces. International Forum on Aeroelasticity and Structural Dynamics IFASD 2022, Jun 2022, Madrid, Spain. pp.2563-2579. ⟨hal-04463058⟩
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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⟩
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