General information
Organisation
The French Alternative Energies and Atomic Energy Commission (CEA) is a key player in research, development and innovation in four main areas :
• defence and security,
• nuclear energy (fission and fusion),
• technological research for industry,
• fundamental research in the physical sciences and life sciences.
Drawing on its widely acknowledged expertise, and thanks to its 16000 technicians, engineers, researchers and staff, the CEA actively participates in collaborative projects with a large number of academic and industrial partners.
The CEA is established in ten centers spread throughout France
Reference
SL-DRT-24-0594
Direction
DRT
Thesis topic details
Category
Technological challenges
Thesis topics
Combination study of high throughput screening techniques and artificial intelligence (AI) to identify innovative materials for next generation of battery
Contract
Thèse
Job description
In recent years, the CEA has set up an experimental high-throughput screening (HTS) activity for lithium battery materials, based on combinatorial synthesis by sputtering and various high-throughput characterisation techniques on large substrates (typically 4 inches). Optimisation of material compositions is traditionally carried out by analysing experimental designs. In the framework of this thesis, we propose to compare the results of this conventional method with the Artificial Intelligence tools developed at CEA-LIST (symbolic AI) and CEA-CTREG (connectionist AI). The objetive is to demonstrate that AI can advantageously replace standard experimental design in order to offer an innovative, high-performance high-throughput screening tool.
University / doctoral school
Ecole Doctorale des Sciences Chimiques (EDSC)
Bordeaux
Thesis topic location
Site
Grenoble
Requester
Position start date
01/09/2024
Person to be contacted by the applicant
YILDIRIM Gunay 
gunay.yildirim@cea.fr
CEA
DRT/DAQUIT (CTReg)//Autre
CEA en Nouvelle-Aquitaine
Site de Bordeaux - Pessac Bersol
28 avenue Gustave Eiffel
33600 Pessac
06 77 24 41 72
Tutor / Responsible thesis director
POLI Jean-Philippe jean-philippe.poli@cea.fr
CEA
DRT/DIN
CEA SACLAY
DIGITEO Labs Saclay
Bat 565 pce 1023
PC 192
91191 Gif-sur-Yvette
0169087856
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