Merveille Talla
Publications
Publications
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Stochastic Reduced-Order Modeling and Data Assimilation for Near Real-Time Digital Twins of Turbulent Flows3AF International Conference on Applied Aerodynamics, Feb 2026, Paris, France. 2026 |
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Multiplicative Diffusion Models: Beyond Gaussian Latents2025 |
Hyperreduction in a method coupling stochastic reduced models and data assimilation to predict turbulent flowsETMM-15 2025 - 15th International ERCOFTAC Symposium on Engineering Turbulence Modelling and Measurements, Sep 2025, Dubrovnik, Croatia. pp.1-23 |
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Représentaiton mécanistes et machine learningSéminaire Contamination de l’atmosphère et expositions aux contaminants en lien avec les pratiques agricoles, Dec 2025, Rennes, France |
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Multiplicative score-based generative models for fluid dynamicsCSE 2025 - SIAM Computational Science and Engineering, Mar 2025, Fort Worth, Texas, United States |
Stochastic Reduced-Order Model of the deterministic Navier-Stokes equation for turbulent flow predictionMORTech 2025 - 7th International Workshop on Model Reduction Techniques, Nov 2025, Zaragoza, Spain |
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Efficient data assimilation of unsteady 3D turbulent flows using intrusive generative modelsADMOS 2025 - XII International Conference on Adaptive Modeling and Simulation, Jun 2025, Barcelone, Spain |
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Stochastic closure for partially-resolved turbulenceHouches 2024 - Complex Systems, Statistical Mechanics and Machine Learning Crossover (in Memory of Giovanni Paladin), Mar 2024, Les Houches, France. pp.1-1, 2024 |