Publications

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

Engineering Sciences

Data assimilation from hybrid twins for the practical real-time monitoring of complex engineering systems (semi-plenary lecture)

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

On some non-intrusive implementations of ROM techniques for the effective simulation of engineering problems

Ludovic Chamoin

Workshop ROM and Multiscale Analysis for Complex Engineering Problems: From Analysis to Practical Implementation - 2025

Mechanics of materials

Crystallization pressure in ASR expansion quantified by thermodynamic modeling and micromechanics

Syrine Razki, Farid Benboudjema, Alexandra Bourdot, Sylvain Langlois, Amélie Fau, Fikri Hafid, Tulio Honorio

Cement and Concrete Research - 2025

Numerical Analysis

Learning Dynamics of Nonlinear Field‐Circuit Coupled Problems With a Physics‐Data Combined Model

This work introduces a combined model that integrates a linear state-space model with a Koopman-type machine-learning model to efficiently predict the dynamics of nonlinear, high-dimensional, and field-circuit coupled systems, as encountered in…

Shiqi Wu, Gérard Meunier, Olivier Chadebec, Qianxiao Li, Ludovic Chamoin

International Journal for Numerical Methods in Engineering - 2025

Dynamique, vibrations

Numerical earthquake-induced landslide hazard assessment at regional scale in the Colombian Andes

This paper presents an implementation of the SEM-Newmark analysis framework as a method for the earthquake-induced landslide hazard assessment at a regional scale. The implementation relies on a semi-coupling between (i) the physics-based numerical…

Exneyder A Montoya-Araque, Silvana Montoya-Noguera, Fernando Lopez‐caballero, Filippo Gatti

Soil Dynamics and Earthquake Engineering - 2025

Materials and structures in mechanics

Model Order Reduction with GNN-based reduced bases for unparametrized geometries

Victor Matray, Faisal Amlani, David Néron, Frédéric Feyel

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

Engineering Sciences

Optimizing passive building walls using PCMs and bio-based hygroscopic materials

Advances in Bio-Based Materials for Construction and Energy Efficiency fills a gap in the published literature, discussing bio-based materials and biotechnologies that are crucial for a more sustainable construction industry. With comprehensive…

Wendong Li, Mourad Rahim, Dongxia Wu, Mohammed El Ganaoui, Rachid Bennacer

Fernando Pacheco-Torgal - 2025