Publications

Engineering Sciences

Scientific machine learning and physics-augmented neural networks for hybrid digital twins

Antoine Benady, Fanny Lehmann, Afsal Pulikkathodi, Emmanuel Baranger, Ludovic Chamoin, Filippo Gatti, Didier Clouteau

Journée du GDR I-GAIA - 2023

Engineering Sciences

Data-driven MPC applied to non-linear systems for real-time applications

Model Predictive Control (MPC) is a traditional technique widely employed on the control of constrained non-linear systems. In light of the increasing popularity of neural networks, data-driven MPC has emerged as an alternative to alleviate the…

Daniel Martin Xavier, Ludovic Chamoin, Laurent Fribourg

Modélisation des Systèmes Réactifs (MSR'23) - 2023

Engineering Sciences

A novel DDDAS architecture combining advanced sensing and simulation technologies for effective real-time structural health monitoring

A still open question is how to design smart and autonomous mechanical structures able to perform online monitoring of their integrity and take anticipated actions during service before downtime of failure occur. To address this question, we present…

Ludovic Chamoin, Emmanuel Baranger, Antoine Benady, Pierre-Étienne Charbonnel, Matthieu Diaz, Sahar Farahbakhsh, Laurent Fribourg, Daniel Martin Xavier, Martin Poncelet

Material chemistry

Selective oxidation of Fe-Al (8wt.%) binary alloy during continuous annealing

Aluminum is one of the alloying elements whose proportion in advanced high-strength steels (AHSS) can be high. This study focuses on the reaction mechanisms occurring during continuous annealing of AHSS, with emphasis on the behavior of aluminum. To…

N. Ruscassier, Gaël Drouet, Alexey Koltsov, Jean-Michel Mataigne, Julien Scheid, Patrick Barges, Paul Haghi-Ashtiani, Marie-Laurence Giorgi

13th International Conference on Zinc and Zinc Alloy Coated Steel Sheet GALVATECH - 2023

Civil Engineering

Frequency-dependent permittivity of C-S-H

Sofiane Ait Hamadouche, Tulio Honorio, Farid Benboudjema, Eric Vourc'H, Franck Daout, Thierry Bore

ISEMA Down Under 2023 - 2023

Eco-conception

Impact du chargement de traction et de la fissuration sur l'évaluation du coefficient de diffusion des chlorures dans des tirants en béton armé

Chlorides in de-icing salts or sea salts can penetrate concrete and reach the reinforcement. It can lead to a big issue in reinforced concrete since chlorides cause corrosion of the steel reinforcement, leading to severe structural deterioration. To…

Amandine Asselin

Civil Engineering