PhD position in Modeling and Control of Nonlinear Dynamical Systems from Data
Posted Sep 24, 2026
Zurich, Switzerland
Post-Doctoral Research Visit F/M Bayesian calibration with model error in structural dynamics
Applied Mathematics, Mechanical Engineering and Statistics fixed-term contract position at Inria
Apply by Monday, Nov 30
Closing time not stated; check the source.
Palaiseau, France
About
Develop Bayesian calibration methods that explicitly represent model error in structural dynamics. The PLATON team will compare informative calibration quantities, implement and benchmark algorithms, and accelerate inference with surrogate models. The work aims to improve finite-element predictions under uncertain material, boundary and loading conditions. Applicants need a relevant doctorate and scientific-computing expertise, with experience in structural dynamics, model calibration or uncertainty quantification. Appointment: 12 months; advertised start 2027-01-01. 2788€ gross/month.
Topics
- Bayesian calibration
- model error
- structural dynamics
- finite-element predictions
- loading conditions
- Surrogate Models
- uncertainty quantification
Requirements
PhD or equivalent. Applicants may require authorization for access to a restricted research area (ZRR).
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Source: jobs.inria.fr