Merveille Talla

11
Documents

Publications

Publications

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Stochastic Reduced-Order Modeling and Data Assimilation for Near Real-Time Digital Twins of Turbulent Flows

Florian Regnault , Romain Tiphaigne , Guillaume Lepape , Philippe Barbet , Merveille Talla et al.

3AF 2026 - 3AF International Conference on Applied Aerodynamics, 3AF Association Aéronautique de Astronomique de France, Feb 2026, Paris, France

Communication dans un congrès hal-05563707v1
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Multiplicative score-based generative models for fluid dynamics

Merveille Talla , Valentin Resseguier , Robert Gruhlke , Dominique Heitz , Etienne Mémin

CSE 2025 - SIAM Computational Science and Engineering, Mar 2025, Fort Worth, Texas, United States

Communication dans un congrès hal-05035629v1

Hyperreduction in a method coupling stochastic reduced models and data assimilation to predict turbulent flows

Romain Tiphaigne , Philippe Barbet , Matthieu Petit , Talla M. Merveille C. , Antoine Moneyron et al.

ETMM-15 2025 - 15th International ERCOFTAC Symposium on Engineering Turbulence Modelling and Measurements, Sep 2025, Dubrovnik, Croatia. pp.1-23

Communication dans un congrès hal-05299435v1

Représentaiton mécanistes et machine learning

Valentin Resseguier , Merveille Cyndie Talla Makougne

Séminaire Contamination de l’atmosphère et expositions aux contaminants en lien avec les pratiques agricoles, Dec 2025, Rennes, France

Communication dans un congrès hal-05441592v1
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New approach to score-based generative models inspired by physics

Merveille Talla , Valentin Resseguier , Robert Gruhlke , Dominique Heitz , Etienne Mémin

STUOD 2025 - 6th Stochastic Transport in Upper Ocean Dynamics Annual Workshop, Sep 2025, Edinburgh, United Kingdom

Communication dans un congrès hal-05560096v1

Multiplicative score-based generative models inspired by physics

Merveille Talla , Valentin Resseguier , Robert Gruhlke , Dominique Heitz , Etienne Mémin

WPAML 2025 - Workshop of Physics Aware Machine Learning working group, Jun 2025, Paris, France

Communication dans un congrès hal-05570520v1

Stochastic Reduced-Order Model of the deterministic Navier-Stokes equation for turbulent flow prediction

Romain Tiphaigne , Philippe Barbet , Matthieu Petit , Talla M. Merveille C. , Antoine Moneyron et al.

MORTech 2025 - 7th International Workshop on Model Reduction Techniques, Nov 2025, Zaragoza, Spain

Communication dans un congrès hal-05406088v1
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Efficient data assimilation of unsteady 3D turbulent flows using intrusive generative models

Philippe Barbet , Merveille Talla , Alexis Valls , Matthieu Petit , Florian Regnault et al.

ADMOS 2025 - XII International Conference on Adaptive Modeling and Simulation, Jun 2025, Barcelone, Spain

Communication dans un congrès hal-05262607v1

Stochastic closures for real-time fluid applications

Merveille Talla , Chloé Caville , Antoine Moneyron , Guillaume Lepape , Pierre Jacquet et al.

SIAM UQ 2024, Feb 2024, Trieste (Italy), Italy

Communication dans un congrès hal-04549023v1
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Stochastic closure for partially-resolved turbulence

Valentin Resseguier , Chloé Caville , Merveille Talla , Antoine Moneyron , Guillaume Lepape et al.

Houches 2024 - Complex Systems, Statistical Mechanics and Machine Learning Crossover (in Memory of Giovanni Paladin), Mar 2024, Les Houches, France. pp.1-1, 2024

Poster de conférence hal-04549011v1