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