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