Merveille Talla

Publications

Communication dans un congrès (9)

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 Tallaet 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
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 Moneyronet 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
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 Moneyronet al. MORTech 2025 - 7th International Workshop on Model Reduction Techniques, Nov 2025, Zaragoza, Spain Communication dans un congrès hal-05406088v1
Efficient data assimilation of unsteady 3D turbulent flows using intrusive generative models Philippe Barbet,Merveille Talla,Alexis Valls,Matthieu Petit,Florian Regnaultet 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 Jacquetet al. SIAM UQ 2024, Feb 2024, Trieste (Italy), Italy Communication dans un congrès hal-04549023v1

Pré-publication, Document de travail (1)

Multiplicative Diffusion Models: Beyond Gaussian Latents Robert Gruhlke,Valentin Resseguier,Merveille Cyndie Talla Makougne 2025 Pré-publication, Document de travail hal-05304713v2

Poster de conférence (1)

Stochastic closure for partially-resolved turbulence Valentin Resseguier,Chloé Caville,Merveille Talla,Antoine Moneyron,Guillaume Lepapeet 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