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