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Dépôts avec texte intégral
123
Mots-clés
Calage bayésien
Vibration environment
AERODYNAMIQUE
Co-kriging
Coefficient d'entraînement
Aeroelasticity
Machine Learning
Cavité avec évents
FOS Physical sciences
POD
Flow control
Deep neural network
Physics informed neural networks
Aerodynamics
ADAPTATION MAILLAGE
Modal decomposition
Aéronautique
Clogging
Artificial intelligence
Transition to turbulence
Proper Orthogonal Decomposition
Aorta
Plunging foil
Adaptivity
Fluidic pinball
Apprentissage automatique
Catchment modeling
Experiments
Composite material
Computational fluid dynamics
Apprentissage statistique
Boundary conditions
Turbulence
Computational physics
Computational Fluid Dynamics
Corps d'Ahmed
Instabilities
Machine learning
Cavity flow
Combined Effect Tests
Uncertainty quantification
Conformal prediction
Large-eddy simulation
Computational Physics physicscomp-ph
Channel flow
Aircraft
Gaussian process regression
Fluid Dynamics
Unsteady flows
Assimilation de données
Proper orthogonal decomposition
Surface pollution
Bi-local stability analysis
Immersed boundaries
Rotating flows
Surrogate models
CIRCE
Mécanique des fluides
Optimization
Multi-fidelity
Atmospheric processes
Data assimilation
Contact System
Atmospheric Dispersion
Aorte
Acoustic-gravity waves
Deep learning
Aeronautics
Composite structures
Surrogate modeling
Atmospheric circulation
Atmospheric dispersion
Composite
Conditions limites
Compressible flows
Direct numerical simulation
Rotating flow
Aeroelasticity Composite Surrogate modelling Uncertainty quantification
4D flow MRI
Physics-informed machine learning
Coherent structures
Atmospheric Boundary-Layer Flows
Fluid Dynamics physicsflu-dyn
Air pollutant dispersion
Aeroelastic tailoring
Thrombosis
Calcul Haute Performance
Aerodynamics Proper Orthogonal Decomposition Reduced-order Model Direct Numerical Simulation Experiments
Parametric uncertainty
Buoyant jet
Condensation
Boundary-layer flow
Ahmed body POD switches
Free surface
Ahmed body
Ahmed body POD symmetry breaking modes
Acoustics and Ultrasonics
Bayesian calibration
Ahmed body numerical simulation POD wake control
Numerical simulation
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⟩