Publications

Quasi-brittle materials, commonly found in civil engineering structures, tend to degrade when submitted to mechanical loadings. This degradation leads to a loss in mechanical properties and can induce anisotropy of the material behavior, which…

Flavien Loiseau

Material chemistry

New Advanced High Strength Steels

In recent years, significant developments have been made to increase the mechanical strength of steels in order to reduce the overall weight of structures, particularly in motor vehicles. Depending on the application, the increase in strength should…

Mohamed Gouné, Thierry Iung, Jean-Hubert Schmitt

Artificial Intelligence

Coupling of Deep Learning on Graphs and Model Order Reduction for Efficient Preliminary Sizing of Mechanical Structures in Aircraft Crash Simulations

This poster presents work focused on combining two disparate methodologies: deep learning on graphs and model order reduction. The former demonstrates promising generalization capabilities and efficient execution times, while the latter relies on…

Victor Matray, Faisal Amlani, Frédéric Feyel, David Néron

MORTech 2023 – 6th International Workshop on Model Reduction Techniques - 2023

Structural mechanics

Méthode de décomposition de domaine mixte pour la simulation magnétostatique de machines électriques

The transport industry has been moving towards a strong electrification of propulsion chains for several years. This trend imposes the search for innovative electrical machine structures and their optimization. Thus, this virtual testing approach…

Aurélia Ruda

Mechanics of materials

Optimization of laser damage detection and growth monitoring capabilities : application to the Laser MegaJoule facility

The 176 beams of the Laser MegaJoule (LMJ) facility are designed to deliver each one 7.5 kJ of laser energy at a wavelength of 351 nm over a pulse duration of few nanoseconds. Under these conditions, fused silica optics are particularly susceptible…

Guillaume Hallo

Vibrations

Towards an Optimal Multi-query Framework based on Model-order Reduction for Non-linear Dynamics

Predicting the probability of failure for a structure subjected to uncertain loading conditions requires conducting a large number of highly non-linear simulations, up to structural failure, across a wide range of plausible loadings.in order to make…

Alexandre Daby-Seesaram