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Dépôts avec texte intégral
121
Mots-clés
Bi-local stability analysis
Coefficient d'entraînement
Fluidic pinball
Apprentissage statistique
Ahmed body
Ahmed body POD symmetry breaking modes
Unsteady flows
Conformal prediction
Atmospheric circulation
Boundary-layer flow
Aerodynamics
Large-eddy simulation
4D flow MRI
Atmospheric Dispersion
Channel flow
Aorta
POD
Air pollutant dispersion
Vibration environment
Atmospheric Boundary-Layer Flows
Direct numerical simulation
FOS Physical sciences
Cavity flow
Composite
Aeroelasticity
Physics informed neural networks
Cavité avec évents
Clogging
Bayesian calibration
Mécanique des fluides
Accélération de Flamme
Assimilation de données
Conditions limites
Computational Fluid Dynamics
Experiments
Aeroelasticity Composite Surrogate modelling Uncertainty quantification
Aerodynamics Proper Orthogonal Decomposition Reduced-order Model Direct Numerical Simulation Experiments
Immersed boundaries
Free surface
Surrogate models
Aéronautique
Thrombosis
Calcul Haute Performance
Optimization
Surrogate modeling
Fluid Dynamics
Aeroelastic tailoring
Contact System
Rotating flow
Calage bayésien
AERODYNAMIQUE
Adaptivity
Condensation
Computational physics
Computational Physics physicscomp-ph
Catchment modeling
Ahmed body numerical simulation POD wake control
Atmospheric processes
Data assimilation
Computational fluid dynamics
Parametric uncertainty
ADAPTATION MAILLAGE
Numerical simulation
Atmospheric dispersion
Composite material
Aeronautics
Aorte
Instabilities
Corps d'Ahmed
Coherent structures
Fluid Dynamics physicsflu-dyn
Transition to turbulence
Uncertainty quantification
Apprentissage automatique
Acoustic-gravity waves
Deep neural network
Physics-informed machine learning
Turbulence
Gaussian process regression
Buoyant jet
Combustion Hydrogène
CIRCE
Proper orthogonal decomposition
Composite structures
Machine learning
Modal decomposition
Flow control
Multi-fidelity
Plunging foil
Rotating flows
Ahmed body POD switches
Artificial intelligence
Combined Effect Tests
Acoustics and Ultrasonics
Proper Orthogonal Decomposition
Surface pollution
Co-kriging
Boundary conditions
Compressible flows
Aircraft
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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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⟩