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Postdoc Position in Machine learning for Underwater Acoustics and Source Localisation

23 Novembre 2021


Catégorie : Post-doctorant


https://emploi.cnrs.fr/Offres/CDD/UMR5216-VIRFAU-018

Workplace : ST MARTIN D HERES
Date of publication : Friday, November 19, 2021
Type of Contract : FTC Scientist
Contract Period : 18 months
Expected date of employment : 1 February 2022
Proportion of work : Full time
Remuneration : between 2663,79€ and 3783,24€
Desired level of education : PhD
Experience required : 1 to 4 years

 

CONTACT / jerome.mars@gipsa-lab.fr

or https://emploi.cnrs.fr/Offres/CDD/UMR5216-VIRFAU-018

 

This proposed job is a postdoctoral position at GIPSA-Lab Grenoble. The overall topic is the use of Artificial Intelligence (AI) for Anti-Submarine Warfare (ASW). Practically, the main mission will be to revisit classical ocean acoustics inverse problems (source localization and environmental inversion) using IA. The performance of the proposed IA methods will be quantified and compared to state-of-the-art methods (notably Bayesian inversion methods). Performance metric will include accuracy, uncertainty, but also computation time and robustness to mismatch (both environmental and statistical mismatch). Candidates selected during the CNRS recruitment procedures must be validated by the DGA prior to the signing of the employment contract between the candidate and the CNRS.

Keywords: Detection / localization / classification and environmental characterization for underwater acoustics characterization in the era of Big Data: Contribution and opportunity of Artificial Intelligence.