lionel agostini
Publications
Publications
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FLOW FIELD RECONSTRUCTION APPLIED ON FLOW PHENOMENA DETECTION IN A SPARSE SENSED TURBOPUMP MANIFOLDEUCASS, Jun 2025, Rome, Italy. ⟨10.13009/EUCASS2025-646⟩ |
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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 |
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 |
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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 |
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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 |
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Reduced-order modeling of experimental turbulent flows: from linear projection-based methods to autoencodersDigital Twins in Engineering & Artificial Intelligence and Computational Methods in Applied Science, IACMS, ECCOMAS, Feb 2025, Paris, France |
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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 |
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 |
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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 |
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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 |
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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 |
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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 |
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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⟩ |
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Three-dimensional separation in shock/boundary layer interactionCFM 2009 - 19ème Congrès Français de Mécanique, Aug 2009, Marseille, France |
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VIVALDy: AI-Driven Low-Order Modeling of Vortex-Induced VibrationsJournée des doctorants, Jul 2025, Poitiers, France |
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Policy-Based Optimization for Drag Reduction via Spanwise Wall Oscillations2025 |
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VIVALDy: A Hybrid Generative Reduced-Order Model for Turbulent Flows, Applied to Vortex-Induced Vibrations2025 |