Publications

Engineering Sciences

Structural damage: robust, real-time, and data-driven modeling for online control (DREAM-ON)

Ludovic Chamoin

MORPHO final conference - 2025

Engineering Sciences

Implementation of hybrid AI models for complex dynamical systems of the smart city

Ludovic Chamoin, Qianxiao Li, Stiven Briand God Massala Moussounda, Massimo Pica Ciamarra, Shiqi Wu

3rd IACM Digital Twins in Engineering Conference (DTE 2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS 2025) - 2025

Engineering Sciences

Model and mesh selection from a mCRE functional in the context of parameter identification with full-field measurements

In this paper, we propose a general deterministic framework to question the relevance, assess the quality, and ultimately choose the features (in terms of model class and discretization mesh) of the employed computational mechanics model when…

Hai Nam Nguyen, Ludovic Chamoin

Computational Mechanics - 2025

Engineering Sciences

Model parameter identification and damage detection using a modified dual Kalman filter with optical fiber sensor data

Sahar Farahbakhsh, Ludovic Chamoin, Martin Poncelet

3rd IACM Digital Twins in Engineering Conference (DTE 2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS 2025) - 2025

Engineering Sciences

Data-driven MPC for real-time control of nonlinear systems

Daniel Martin Xavier, Ludovic Chamoin, Laurent Fribourg

3rd IACM Digital Twins in Engineering Conference (DTE 2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS 2025) - 2025

Engineering Sciences

Unsupervised learning of constitutive model with neural networks and sparse identification of internal variables

Antoine Benady, Emmanuel Baranger, Clément Jailin, Ludovic Chamoin

3rd IACM Digital Twins in Engineering Conference (DTE 2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS 2025) - 2025

Engineering Sciences

Integrated Structural Health Monitoring with real-time data assimilation and hybrid twins of dynamical systems (semi-plenary lecture)

Ludovic Chamoin

10th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2025) - 2025

Engineering Sciences

Data-driven modeling based on the constitutive relation error for history-dependent materials

Pierre Ladevèze, Ludovic Chamoin

3rd IACM Digital Twins in Engineering Conference (DTE 2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS 2025) - 2025

Data Analysis, Statistics and Probability

Physics-informed Markov chains for remaining useful life prediction of wire bonds in power electronic modules

This paper presents a new approach to estimate the remaining useful life of a power electronic module where failure is caused by degradation in the wire bonds. The novelty of this work is that estimation is given for each loading cycle as opposed to…

Mehdi Ghrabli, Mounira Bouarroudj, Ludovic Chamoin, Emanuel Aldea

Microelectronics Reliability - 2025

Engineering Sciences

Optimal placement of distributed optic fiber sensors for online structural health monitoring with the modified Constitutive Relation Error

Jose Andres Perez Orozco, Ludovic Chamoin, Julien Cortial, Maya de Buhan, Bruno Soulier

3rd IACM Digital Twins in Engineering Conference (DTE 2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS 2025) - 2025