POSTDOC : Contribution of Artificial Intelligence and Machine Learning Tools in the Selection of Tribological Coatings for E-Mobility

17 Feb 2024
Job Information

Organisation/Company

Centre de Mise en Forme des Matériaux (CEMEF)

Research Field

Technology » Materials technology
Computer science » Digital systems

Researcher Profile

Recognised Researcher (R2)
Leading Researcher (R4)
First Stage Researcher (R1)
Established Researcher (R3)

Country

France

Application Deadline

23 May 2024 - 22:00 (UTC)

Type of Contract

Temporary

Job Status

Full-time

Offer Starting Date

18 Mar 2024

Is the job funded through the EU Research Framework Programme?

Not funded by an EU programme

Is the Job related to staff position within a Research Infrastructure?

No

Offer Description

The project aims to leverage the use of artificial intelligence (AI) tools and machine learning (ML) to facilitate decision-making regarding the selection of coatings compatible with the environment and specificities of electric vehicles [2-3-4].

The first phase of the project involves a comprehensive analysis of available ML/AI methods, examining their applicability, strengths, and limitations in relation to tribological scenario requirements. An automatic reading tool for publications and patents will be implemented to extract literature data.

In the second phase, the project aims to validate and organize data into databases based on selected scenarios. Accuracy, reliability, and data consistency are essential to ensure result precision.

Data quality improvement will be achieved using standardized methods for testing and data collection.

The third phase will involve the implementation of AI/ML algorithms using the previously obtained data. Finally, based on the AI/ML results, laboratory experiments will be proposed to validate and enrich the databases while strengthening the machine learning algorithm.

 

see more here :  https://www.cemef.minesparis.psl.eu/wp-content/uploads/2024/02/postdoc-…

 

Requirements
Specific Requirements

The following are some characteristics that may align well with the position:

- You should be a highly motivated researcher with expertise in some of the following areas: Machine Learning, Data Analysis, Python language and libraries

- You are expected to have a Ph.D. degree in Mechanical Engineering, Computer Science, Applied Mathematics or related field

- You should possess good English Language skills

- Working knowledge in Tribology or Surface Process will be appreciated

 

Contact : Imène LAHOUIJ : [email protected]

 

Additional Information
Work Location(s)

Number of offers available

1

Company/Institute

Centre de Mise en Forme des Matériaux (CEMEF)

Country

France

City

Sophia Antipolis

Geofield

Where to apply

Website

https://www.abg.asso.fr/fr/candidatOffres/show/id_offre/120422

Contact

Website

https://www.cemef.minesparis.psl.eu/

STATUS: EXPIRED