Publications

Machine Learning

Sequentially-reduced artificial intelligence based systems and methods for cardiovascular transfer functions

Niema Mohammed Pahlevan, Rashid Alavi Dehkordi, Faisal Amlani, Hossein Gorji, Soha Niroumandijahromi, Heng Wei

Engineering Sciences

Effective numerical strategies for in situ damage monitoring on engineering structures

Ludovic Chamoin

Rencontres Franciliennes de Mécanique - 2024

Engineering Sciences

Solving large-scale variational inequalities with dynamically adjusting initial condition in physics-informed neural networks

Dawen Wu, Ludovic Chamoin, Abdel Lisser

Computer Methods in Applied Mechanics and Engineering - 2024

Engineering Sciences

Space-time goal-oriented error control with model order reduction dual-weighted residuals for incremental POD-based ROM for time-averaged goal functionals

Hendrick Fischer, Julian Roth, Thomas Wick, Ludovic Chamoin, Amélie Fau

10th International Conference on Computational Methods in Applied Mathematics (CMAM-10) - 2024

Engineering Sciences

A coupling filter for sequential state-parameter estimation

Jan Grashorn, Matteo Broggi, Ludovic Chamoin, Mickael Beer

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

Life Sciences

Patient-specific numerical simulation of the bone healing process including implant materials and gait conditions

Numerical simulations in biomechanics, particularly in bone healing, present a cost-effective option compared to experiments that demand prolonged observations with human or with animal models. However, to define in-silico simulations of the bone…

A. Martínez-Martínez, E. Nadal, D. Bonete, O. Allix, J.J. Ródenas

Finite Elements in Analysis and Design - 2024

Methods and statistics

Active learning reliability analysis for the design of reinforced concrete rail bridges

The design and analysis of reinforced concrete rail bridges is a challenging process in the context of uncertainty propagation. Active learning reliability analysis is an efficient way to design such complex structures and select the most performant…

Mouhammed Achhab, Pierre Jehel, Fabrice Gatuingt

LMP(hD)'S Day (LMPS) - 2024

Differential Geometry

Objective rates as covariant derivatives on the manifold of Riemannian metrics

The re-foundation and geometrization of Continuum Mechanics was initiated by C. Truesdell and W. Noll at the beginning of the second half of the 20th century. The starting point of this formulation is an abstract manifold of dimension 3 (with…

Boris Kolev, Rodrigue Desmorat

3rd International Conference on Nonlinear Solid Mechanics - 2024

Engineering Sciences

Modélisation objective de structures en maçonnerie

Cet article propose un modèle de comportement permettant de décrire la réponse de la maçonnerie sous chargement cyclique. Le modèle intègre les mécanismes d’élasticité orthotrope, d’endommagement orthotrope, de frottement en cisaillement, d’effet…

Héloïse Rostagni, Cédric Giry, Frédéric Ragueneau

16ème Colloque National en Calcul de Structures (CSMA 2024) - 2024

Engineering Sciences

Optimisation topologique magnéto-mécanique d'un rotor de machine électrique synchro-réluctante

Théodore Cherrière, Luc Laurent, François Louf, Sami Hlioui, Hamid Ben Ahmed, Mohamed Gabsi

16ème Colloque National en Calcul de Structures - 2024