Publications

Engineering Sciences

Innovative dual-active sites in interfacially engineered interfaces for high-performance S-scheme solar-driven CO2 photoreduction

Baoji Miao, Yange Cao, Imran Khan, Qiuling Chen, Salman Khan, Amir Zada, Muhammad Shahyan, Sharafat Ali, Rizwan Ullah, Jinbo Bai, Muhammad Rizwan, Abdullah M.S. Alhuthali

Journal of Colloid and Interface Science - 2024

Engineering Sciences

Training and Generalization Errors for Underparameterized Neural Networks

It has been theoretically explained, through the notion of Neural Tangent Kernel, why the training error of overparameterized networks converges linearly to 0. In this work, we focus on the case of small (or underparameterized) networks. An…

Daniel Martin Xavier, Ludovic Chamoin, Laurent Fribourg

2024 American Control Conference - 2024

Engineering Sciences

A Modified Dual Kalman Filter approach for damage detection using distributed optic fiber measurements

Sahar Farahbakhsh, Ludovic Chamoin, Martin Poncelet

9th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS) - 2024

Engineering Sciences

Modified Constitutive Relation Error for multi-physics wind turbine calibration

Antoine Roussel, Ludovic Chamoin, Jean-Philippe Argaud, Pierre Bousseau

16e Colloque National en Calcul des Structures - 2024

Engineering Sciences

Non-intrusive coupling of neural network-based local model and explicit dynamics

Afsal Pulikkathodi, Elisabeth Longatte-Lacazedieu, Ludovic Chamoin, Jpb Ramirez, Laurent Rota, Malek Zarroug, Amin Zammouri

16e Colloque National en Calcul des Structures - 2024

Engineering Sciences

OFDR optic fiber measurements: Performance limitations

As a part of the PhD research project, an OFDR Rayleigh-based optic fiber sensor is embedded as shown in a beam sample, passing through it 4 times to provide strain measurements along the axis of the fiber during a quasi-static 4-point bending test…

Sahar Farahbakhsh, Martin Poncelet, Ludovic Chamoin

Colloque National Mécamat, 2024 - 2024

Engineering Sciences

Commande garantie pour le contrôle et la prévention de l'endommagement des structures

Ce travail propose l'utilisation des réseaux de neurones pour simuler efficacement la stratégie Model Predictive Control (MPC). On montre ici qu'en entraînant un réseau de neurones hors ligne, on obtient un gain de performance qui permet de…

Daniel Martin Xavier, Ludovic Chamoin, Laurent Fribourg

16ème Colloque National en Calcul des Structures - 2024

Engineering Sciences

Approche variationnelle hybride pour l'assimilation de données et le contrôle en temps réel de systèmes évolutifs complexes - application à la fabrication additive

Ludovic Chamoin, Willy Haik, Yvon Maday

16e Colloque National en Calcul des Structures - 2024

Engineering Sciences

Assimilation de données réelles pour le contrôle en ligne de systèmes complexes par des jumeaux numériques

Ludovic Chamoin

Colloque CNRS - Jumeaux Numériques: Nouvelles Frontières - 2024

Engineering Sciences

Hybrid modeling for remaining useful life prediction in power module prognosis

Mehdi Ghrabli, Mounira Bouarroudj-Berkani, Ludovic Chamoin, Emanuel Aldea

25th International Conference on Thermal, Mechanical and Multiphysics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE) - 2024