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