Launch week offerEnds in00h00m00s
annual Promonthly Pro
Centre d'Etudes et d'Expertise sur les Risques, l'Environnement, la Mobilité et l'Aménagement (CEREMA)
Closing soon
Just Landed
New Today
Post-doctorant(e) en IA guidée par la physique Centre d'Etudes et d'Expertise sur les Risques, l'Environnement, la Mobilité et l'Aménagement (CEREMA) in France
Degree Level
Postdoc
Field of study
Computer Science
Funding
Available
Deadline
Nov 20, 2026
Country
France
University
Centre d'Etudes et d'Expertise sur les Risques, l'Environnement, la Mobilité et l'Aménagement (CEREMA)
Apply for this position
Free with an ApplyKite account: the application link, the deadline in your tracker and a check of your fit.
Keywords
Suggested positions
About this position
This postdoctoral project is part of RTE-DENSE and focuses on physics-guided artificial intelligence for accelerating radiative transfer simulations in dense media while preserving physical fidelity.
The successful candidate will contribute to WP2, working on methods that make Monte Carlo and transport computations faster and more efficient without degrading scientific quality. The work includes building high-fidelity simulation datasets from SWEET and reference solvers, studying learned guidance methods for volumetric transport, developing physics-constrained Monte Carlo denoising approaches, and designing learned operators for targeted sub-problems.
The position is embedded in the STI team of the DTerCE at CEREMA. The project is scientifically led by Amine Ben Daoued, with Frédéric Bernardin and Pierre Duthon also involved in the scientific co-supervision of WP2. The research environment combines simulation, machine learning, and numerical evaluation, with comparisons based on computational time, radiometric error, numerical stability, and robustness.
The role includes scientific reporting and contribution to a methodological publication.
Funding details
Available
How to apply
Apply through the job portal using the provided application link. Submit the requested application materials before the deadline. Follow any instructions on the portal carefully.
Make your next move.
Prepare your application
Review drafts and confirm requirements with the university.
Make your next move.
Prepare your application
Review drafts and confirm requirements with the university.