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Postdoctoral Researcher

Il y a 2 mois


Palaiseau, Île-de-France Inria Temps plein
About the Project

The Inria Saclay-Île-de-France Research Centre is a leading institution in the field of artificial intelligence and scientific computing. Our team, MIND, is focused on developing mathematical methods for statistical modeling of brain function using neuroimaging data. We are seeking a highly skilled Postdoctoral Researcher to join our team and contribute to a project that aims to leverage machine learning techniques to detect local events in tokamak simulations.

Project Overview

The project involves developing efficient statistical modeling tools for processing tokamak simulation outputs. The goal is to help identify anomalies or errors in the data, which can indicate problems with the HPC system or the underlying algorithms. This information can then be used to adjust the computations and ensure that the HPC system is running smoothly and efficiently. Additionally, statistical processing can be used to analyze the outputs and detect events of interest to select the right snapshots of the simulation to allow post-processing of the results.

Key Responsibilities
  • Read and analyze papers and state-of-the-art research in the field of machine learning and statistical modeling
  • Benchmark existing algorithms and adapt them to the target scenario
  • Program, run, and analyze simulation results
  • Participate in team activities, including scientific meetings, seminars, and scientific presentations
Requirements
  • Strong mathematical background and knowledge of machine learning techniques
  • Good programming skills in Python and experience with deep learning frameworks
  • Proficiency in English and ability to communicate effectively in an international environment
Benefits
  • Subsidized meals and partial reimbursement of public transport costs
  • 7 weeks of annual leave and 10 extra days off due to RTT (statutory reduction in working hours)
  • Possibility of teleworking and flexible organization of working hours
  • Professional equipment available, including videoconferencing and loan of computer equipment
  • Social, cultural, and sports events and activities
  • Access to vocational training and social security coverage