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