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Dépôts avec texte intégral
122
Mots-clés
Aorta
Coherent structures
Fluid Dynamics
Free surface
Atmospheric Dispersion
Machine Learning
Ahmed body
Aeroelastic tailoring
Aerodynamics
Cavité avec évents
Data assimilation
Machine learning
Catchment modeling
Coefficient d'entraînement
Physics informed neural networks
Boundary-layer flow
POD
Thrombosis
Clogging
Bayesian calibration
Proper orthogonal decomposition
Computational physics
Channel flow
Composite structures
Computational Fluid Dynamics
Artificial intelligence
Numerical simulation
Co-kriging
Multi-fidelity
Modal decomposition
Deep learning
Atmospheric Boundary-Layer Flows
Surrogate models
Atmospheric dispersion
AERODYNAMIQUE
Assimilation de données
Condensation
Transition to turbulence
Combustion Hydrogène
FOS Physical sciences
Calcul Haute Performance
Mécanique des fluides
Corps d'Ahmed
Computational Physics physicscomp-ph
Fluidic pinball
Combined Effect Tests
4D flow MRI
Apprentissage statistique
Immersed boundaries
Adaptivity
CIRCE
Proper Orthogonal Decomposition
Optimization
Aéronautique
Flow control
Ahmed body numerical simulation POD wake control
Fluid Dynamics physicsflu-dyn
Apprentissage automatique
Rotating flow
Aorte
Turbulence
Unsteady flows
Aeronautics
Aircraft
Plunging foil
Aeroelasticity
Compressible flows
Acoustic-gravity waves
Computational fluid dynamics
ADAPTATION MAILLAGE
Gaussian process regression
Atmospheric circulation
Aeroelasticity Composite Surrogate modelling Uncertainty quantification
Ahmed body POD switches
Composite
Direct numerical simulation
Instabilities
Ahmed body POD symmetry breaking modes
Vibration environment
Calage bayésien
Deep neural network
Large-eddy simulation
Experiments
Acoustics and Ultrasonics
Atmospheric processes
Parametric uncertainty
Buoyant jet
Uncertainty quantification
Surface pollution
Rotating flows
Boundary conditions
Aerodynamics Proper Orthogonal Decomposition Reduced-order Model Direct Numerical Simulation Experiments
Bi-local stability analysis
Accélération de Flamme
Cavity flow
Air pollutant dispersion
Surrogate modeling
Physics-informed machine learning
Composite material
Conditions limites
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⟩