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