16 citations · 16 across the 4 of their papers we have counts for
4 papers
MILE-RefHumEval: A Reference-Free, Multi-Independent LLM Framework for Human-Aligned Evaluation
Nalin Srun, Parisa Rastin, Guénaël Cabanes +1
We introduce MILE-RefHumEval, a reference-free framework for evaluating Large Language Models (LLMs) without ground-truth annotations or evaluator coordination. It leverages an ens…
An optimal baseline selection methodology for data-driven damage detection and temperature compensation in acousto-ultrasonics
M-A Torres-Arredondo, Julián Sierra-Pérez, Guénaël Cabanes
The global trends in the construction of modern structures require the integration of sensors together with data recording and analysis modules so that their integrity can be conti…
Deep Learning Approaches for Dynamic Mechanical Analysis of Viscoelastic Fiber Composites
Victor Hoffmann, Ilias Nahmed, Parisa Rastin +2
The increased adoption of reinforced polymer (RP) composite materials, driven by eco-design standards, calls for a fine balance between lightness, stiffness, and effective vibratio…
On the use of Wasserstein metric in topological clustering of distributional data
Guénaël Cabanes, Younès Bennani, Rosanna Verde +1
This paper deals with a clustering algorithm for histogram data based on a Self-Organizing Map (SOM) learning. It combines a dimension reduction by SOM and the clustering of the da…