This repository shows some of the work I made as a part of the DUNNE project in collaboration with LORIA (a computer science research laboratory) and LEMTA (a physics research laboratory). The objective of my work was to predict multiple Dynamic Mechanical Analysis (DMA) curves from microstructure images of composite materials using AI.
Here is the link of the article on ArXiV: https://doi.org/10.48550/arXiv.2310.15188
The dataset I used is not available in this repository, since I am not allowed to share it publicly. If you are interested in this dataset please contact Julien Boisse at julien.boisse@univ-lorraine.fr
A Jupyter Notebook file available in this repository provides some of the code I wrote for this project.
My work has been supervised by Julien Boisse, a researcher at LEMTA, as well as by Guenael Cabanes and Parisa Rastin, researchers at LORIA.