Missions

Development of Artificial Intelligence approaches (machine learning, neural networks and deep learning) applied to the control of ceramic manufacturing processes, particularly additive manufacturing processes.

Activités

The activity will focus on the development of AI codes in Python and their validation in collaboration with the laboratory's experimenters.

Compétences

- Computer scientist
- Skills in data science and artificial intelligence
- Machine learning and deep learning
- Neural networks
- Python programming
- GPU computing (intensive computing, big data)

Contexte de travail

The work is part of the RUBIS project (Research on the Factory of the Future, Big Data, Artificial Intelligence and Associated Information Systems). The RUBIS project is itself part of the PEPR DIADEME programme, which aims to develop AI in materials science and processes in the broadest sense of the term (a structuring project at national level).
The work will be carried out at the IRCER laboratory (Institut de Recherche sur les Céramiques - UMR CNRS 7315) in Limoges (Centre Européen de la Céramique, 12 rue Atlantis, 87068 Limoges). The IRCER (200 staff) is the largest academic laboratory in its field in Europe. It conducts integrated research into ceramic processes and surface treatments. Current digital activities are aimed at improving the control of manufacturing processes and optimizing their performance using AI approaches, which is the subject of this 18-month fixed-term contract proposal, which may be extended.

Le poste se situe dans un secteur relevant de la protection du potentiel scientifique et technique (PPST), et nécessite donc, conformément à la réglementation, que votre arrivée soit autorisée par l'autorité compétente du MESR.

Contraintes et risques

No specific risks or constraints

Informations complémentaires

PEPR DIADEME programme - RUBIS targeted project