Ph.D Position on "Machine Learning for High Entropy Materials”

Updated: about 1 month ago
Location: Limoges, LIMOUSIN
Job Type: FullTime
Deadline: 30 Apr 2025

12 Mar 2025
Job Information
Organisation/Company

Université de Limoges
Department

IRCER
Research Field

Physics » Computational physics
Physics » Condensed matter properties
Chemistry » Computational chemistry
Engineering » Materials engineering
Engineering » Chemical engineering
Researcher Profile

First Stage Researcher (R1)
Positions

PhD Positions
Country

France
Application Deadline

30 Apr 2025 - 23:59 (Europe/Paris)
Type of Contract

Temporary
Job Status

Full-time
Hours Per Week

35
Offer Starting Date

1 Oct 2025
Is the job funded through the EU Research Framework Programme?

Not funded by a EU programme
Is the Job related to staff position within a Research Infrastructure?

No

Offer Description

 We are currently seeking a highly motivated potential Ph.D candidate to work on the exciting topic of “Machine Learning for High Entropy Materials”. In this position, the candidate will work on the development of machine learning models to explore the emerging class of high entropy materials. 
High entropy materials refers to chemical systems made of 5 or more elements and leads to complex phase space (atomic arrangement) and chemical space (choice of elements). This complexity makes these systems both interesting and challenging to address both experimentally and theoretically, particularly for structure-property relationships. The primary objective of the phd work will be the development of efficient and accurate machine learning models for accelerated exploration of high entropy materials. 
 

The PhD work will be carried out under the joint supervision of Dr. Santanu Saha (Asst. Prof.) and Dr. Assil Bouzid (CNRS Researcher).

Organisation : University of Limoges and IRCER-CNRS Laboratory, Limoges

Starting Date : 1st Oct 2025

Application Deadline : 30th April 2025

Duration : 3 years
Additional details and information on the job application can be found in the attached pdf file and Psi-k Link. Interested candidates can contact either of the personnels for further informal queries -


Dr. Santanu Saha: highentropy.materials@gmail.com

Dr. Assil Bouzid: assil.bouzid@cnrs.fr

Psi-k Link : https://www.jiscmail.ac.uk/cgi-bin/wa-jisc.exe?A2=ind2503&L=PSIK-FORUM&O=D&P=4109


Where to apply
E-mail

highentropy.materials@gmail.com

Requirements
Research Field
Engineering
Education Level
Master Degree or equivalent

Research Field
Chemistry » Computational chemistry
Education Level
Master Degree or equivalent

Research Field
Physics » Computational physics
Education Level
Master Degree or equivalent

Skills/Qualifications

We seek a motivated master student from subject areas of physics, chemistry, material science, chemical engineering or other streams with relevant background in condensed matter, quantum mechanics, thermodynamics, statistical physics and computational programming. The candidate is expected to have good hands on programming experience. The list of skill set we are looking for in an ideal candidate is as follows :

Essential

(i) Good foundation in Bachelor and Master courses along with condensed matter, quantum mechanics, thermodynamics, statistical physics.

(ii) Experience of programming in Python and/or Fortran/C/C++

(iii) Good writing and communication skills in English

(iv) Self motivated, independent and team player

(v) An interest in programming, computational material design, machine learning, big data, data analysis, material science, interdisciplinary topics

 

Desirable

(i) Experience in working with machine learning tools in the context of materials based problems

(ii) Experience in analysing material datasets

(iii) Acquaintance with density functional theory or other first-principles formalisms and experience with ab-initio packages

(iv) Experience with simulation of materials and their properties

(v) Experience in running material simulation in computing clusters, supercomputers etc.


Languages
ENGLISH
Level
Good

Internal Application form(s) needed
PhD-Advertisement-Unilim-OCT2025.pdf
English
(127.74 KB - PDF)
Download
Additional Information
Website for additional job details

https://www.jiscmail.ac.uk/cgi-bin/wa-jisc.exe?A2=ind2503&L=PSIK-FORUM&O=D&P=41…

Work Location(s)
Number of offers available
1
Company/Institute
Université de Limoges - IRCER CNRS Laboratory
Country
France
City
Limoges
Postal Code
87068
Street
12 Rue Atlantis
Geofield


Contact
State/Province

Nouvelle Aquitaine
City

Limoges
Website

https://www.ircer.fr/axe-3-organisation-structurale-multiechelle-des-materiaux/
https://www.unilim.fr/
Street

12 Rue Atlantis
Postal Code

87068 Cedex
E-Mail

highentropy.materials@gmail.com
assil.bouzid@cnrs.fr

STATUS: EXPIRED

  • X (formerly Twitter)
  • Facebook
  • LinkedIn
  • Whatsapp

  • More share options
    • E-mail
    • Pocket
    • Viadeo
    • Gmail
    • Weibo
    • Blogger
    • Qzone
    • YahooMail



Similar Positions