lionel agostini
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Publications
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Data-driven modeling of near-wall turbulence using β-variational autoencoder, transformers, and adversarial loss11th International Symposium on Turbulence Heat and Mass Transfer (THMT’25), International Centre for Heat and Mass Transfert, Jul 2025, Tokyo, Japan
Communication dans un congrès
hal-05357972
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β-Variational autoencoder and transformer-based data-driven modeling of near-wall turbulenceJoint event Euromech Colloquium on Data-Driven Fluid Dynamics/2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics, European Mechanics Society/ERCOFTAC, Apr 2025, London, United Kingdom
Communication dans un congrès
hal-05358991
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Deep learning of SPOD dynamics for reduced-order modeling of street canyon flow1st International Symposium on AI and Fluid Mechanics (AIFLUIDs), May 2025, Chania (Crète), Greece
Communication dans un congrès
hal-05358997
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Flow field reconstruction of rocket engine turbine on sparse sensors1st International Symposium AI and Fluid Mechanics}{}{Chania, Greece, May 2025, Chania, Greece
Communication dans un congrès
hal-05360755
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VIVALDy: AI-Driven Low-Order Modeling of Vortex-Induced Vibrations via β-Variational Autoencoders, Transformers, and Adversarial Training1st International Symposium on AI and Fluid Mechanics, May 2025, Chania, Greece
Communication dans un congrès
hal-05357823
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Spectral proper orthogonal decomposition of street canyon flow dynamics and its application to time-domain reconstructionJoint event Euromech Colloquium on Data-Driven Fluid Dynamics/ 2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics, Euromech/ERCOFTAC, Apr 2025, Londres, United Kingdom
Communication dans un congrès
hal-05359010
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Breaking the Reynolds Analogy: Decoupling Turbulent Heat and Momentum Transport via Spanwise Wall Oscillation in Wall-Bounded Flow DLES14DLES14, Apr 2024, Erlangen, Germany
Communication dans un congrès
hal-04680968
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Autoencoder-Based Dimensionality Reduction of Turbulent Channel Flow Under Spanwise Wall Oscillations3rd IACM Digital Twins in Engineering Conference & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (DTE & AICOMAS 2025), Feb 2025, Paris, France
Communication dans un congrès
hal-04961027
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Breaking the Reynolds Analogy: Decoupling Turbulent Heat and Momentum Transport via Spanwise Wall Oscillation in Wall-Bounded Flow EUROMECH-631EUROMECH-631, Mar 2024, Madrid (Spain), Spain
Communication dans un congrès
hal-04680961
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ANALYSIS OF LARGE-SCALE/SMALL-SCALE INTERACTIONS IN TURBULENT CHANNEL FLOW AT RE τ = 5200 USING AUTO-ENCODER COMBINED WITH MULTIVARIATE-PDF12th International Symposium on Turbulence and Shear Flow Phenomena (TSFP12), Jul 2022, Osaka, Japan
Communication dans un congrès
hal-03866126
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INFERRING THE STRUCTURAL PROPERTIES OF EDDIES IN THE LOG LAYER FROM SPECTRAL STATISTICSTenth International Symposium on Turbulence and Shear Flow Phenomena, Jul 2017, Chicago, France. pp.653-658, ⟨10.1615/tsfp10.1110⟩
Communication dans un congrès
hal-03866112
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Three-dimensional separation in shock/boundary layer interactionCFM 2009 - 19ème Congrès Français de Mécanique, Aug 2009, Marseille, France
Communication dans un congrès
hal-03378287
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VIVALDy: AI-Driven Low-Order Modeling of Vortex-Induced VibrationsJournée des doctorants, Jul 2025, Poitiers, France
Poster de conférence
hal-05359032
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Policy-Based Optimization for Drag Reduction via Spanwise Wall Oscillations2025
Pré-publication, Document de travail
hal-04960976
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VIVALDy: A Hybrid Generative Reduced-Order Model for Turbulent Flows, Applied to Vortex-Induced Vibrations2025
Pré-publication, Document de travail
hal-05357423
v1
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