kandidatu France

Postdoctoral researcher in physics-guided AI

Centre d'Etudes et d'Expertise sur les Risques, l'Environnement, la Mobilité et l'Aménagement (CEREMA) · State civil service

En français : Post-doctorante en IA guidée par la physique

This job in plain words

Postdoctoral research job on physics-guided artificial intelligence. The goal is to speed up radiative transfer simulations in dense media without losing physical accuracy.

Open to non-civil servants Remote work possible

Can you apply?

Open only to contract agents. No nationality condition is stated.

Category
Category A (executive)
Diploma
Ph.D. · PhD in engineering sciences (SPI)
Experience
Beginner or experienced
Contract
Contract agents only. Contract type and length not stated.

The profile they want:

  • PhD in engineering sciences (SPI).
  • Knowledge of radiative transfer and Monte Carlo methods.
  • Scientific programming in Python; C/C++ or OpenCL is a plus.
  • Validation skills: uncertainty, metrology, model-measurement comparison.
  • Scientific writing and communication in French and English.
  • Rigor, autonomy, critical thinking and teamwork.

What you would do

  • Build high-fidelity simulation datasets with SWEET.
  • Study learned guidance methods for volumetric transport.
  • Develop and test Monte Carlo denoising methods under physical constraints.
  • Compare methods by computation time, error, stability and robustness.
  • Present results in a scientific report and a methods paper.

How to apply

Apply by email to the employer, with a CV and a cover letter.

Documents to send:

  • CV
  • Cover letter

Good to know:

  • Remote work possible after approval of the request.
  • Employer pays 50% of supplementary health insurance.
  • 75% of public transport subscription covered, or sustainable mobility allowance up to 300 € per year.
  • Planned participation in an international conference.

We wrote this summary automatically from the official offer. Only the offer published on Choisir le Service Public counts: read it before you apply. Source: Choisir le Service Public (DGAFP), Etalab 2.0 licence.

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