PhD opportunities

PROVIDED - [DOCTORAL CONTRACT] Physics-informed machine learning to simulate the mechanical behaviour of amorphous polymers

Thesis proposal

Area of expertiseMechanics
Doctoral SchoolISMME - Systems Engineering, Materials, Mechanics, Energy
SupervisorMme Sabine CANTOURNET
Research unitCentre of materials
ContactCANTOURNET Sabine
Starting dateOctober 1st 2021
KeywordsMachine learning, Mechanics of materials, multiscale modelling and simulation, finite element modelling, Probabilistic modelling
ProfileEngineer and / or Master of Science - Good level of general and scientific culture. Good level of knowledge of French (B2 level in french is required) and English. (B2 level in english is required) Good analytical, synthesis, innovation and communication skills. Qualities of adaptability and creativity. Teaching skills. Motivation for research activity. Coherent professional project.

Prerequisite (specific skills for this thesis):
Programming in python, notion of statistical learning or knowledge of continuum mechanics, applied mathematics, good computer skills

Applicants should supply the following :
• a detailed resume
• a copy of the identity card or passport
• a covering letter explaining the applicant’s motivation for the position
• detailed exam results
• two references : the name and contact details of at least two people who could be contacted
• to provide an appreciation of the candidate
• Your notes of M1, M2
• level of English equivalent TOEIC

to be sent to
FundingConcours pour un contrat doctoral