Summary
Are you interested in working in the field of photonics for sensor systems in the framework of a large Dutch research program and in direct collaboration with an industrial partner? The Dynamics based Maintenance group at the University of Twente has an exciting opening for a postdoc candidate within the project “Scale-up PIC based sensing.”
Postdoc Opportunity: Advancing Photonic Sensing with Physics-Informed AI
Designation
Postdoctoral Researcher (PostDoc)
Key Details
| Category | Details |
| Hours | 38 – 40 hr./week |
| Salary Indication | € 4,422 – € 5,760 gross/monthly |
| Contract Duration | 1 year (with a possible 6-month extension) |
| Department | Faculty of Engineering Technology (ET) |
Research Area
Research Area: Physics-informed machine learning for temperature compensation in photonic sensing systems.
Photonics, Sensing Systems, and Physics-Informed Machine Learning.
Location
University of Twente, Enschede, The Netherlands.
Eligibility/Qualification
- A PhD degree and background in mechanical engineering or a similar field.
- Research experience in photonics and an affinity with data-driven methods are preferred.
- Good spoken and written English.
- The ability to work effectively in a team is mandatory.
Job Description
For the high-accuracy operation of a Photonic Integrated Circuit (PIC) based module, handling PIC temperature dependency is key. This project focuses on developing a Physics-Informed Machine Learning method that exploits the advantages of physics-based and data-driven models to address thermal challenges.
The research will involve both experimental and modeling work:
- Modeling: Focuses on identifying the key physical relations between temperature and complex/compounded photonic circuitry, as well as the sources of variation (e.g., uncertainties in material properties, production inaccuracies).
- Experimental: Conducted in close collaboration with the industrial partner PhotonFirst, aiming to quantify model parameters and provide data for the Physics-Informed Machine Learning model.
How to Apply
Apply online via the University of Twente’s portal. You will need to include the following documents:
- A CV (including contact information for at least two academic references).
- An original motivation letter indicating your fit for this position and your associated ambitions.
Last Date for Apply
September 1, 2026 (The first job interviews are planned for mid-September).
