Postdoc Position on Material Learning: The University of Twente is seeking a highly motivated postdoctoral researcher to contribute to the Horizon Europe Pathfinder project HYBRAIN, focusing on the intersection of machine learning and device physics to develop energy-efficient hardware for artificial intelligence.
Postdoc Position on Material Learning with Dopant Network Processing Units
Designation
Postdoctoral Researcher
| Details | Information |
|---|---|
| Research Area | Semiconductor Physics, Electrical Engineering, Machine Learning |
| Location | University of Twente, Enschede, Netherlands |
| Hours | 40 hours per week |
| Salary | Gross monthly salary: €4,060 – €5,331 (based on experience and qualifications) |
| Deadline for Application | February 1, 2025 |
Eligibility/Qualification
- PhD Degree: In semiconductor physics, electrical engineering, or a related field.
- Skills:
- Affinity for machine learning
- Proficiency in Python and PyTorch
- Excellent analytical and communication skills
- Experience in a collaborative, internationally oriented environment.
- Language Proficiency: Fluent in English.
Job Description
In this two-year postdoc position, you will work on developing efficient machine-learning procedures applicable to Dopant Network Processing Units (DNPUs) combined with photonic and analogue electronic hardware. The project aims to explore larger multi-DNPU networks and investigate the training performance of various conventional gradient descent methods in simulations.
Responsibilities:
- Conduct research at the interface of machine learning and device physics.
- Develop and implement machine learning algorithms for DNPUs.
- Collaborate with a team of researchers and contribute to publications.
How to Apply
Interested candidates should submit their application via the ‘Apply now’ button by including:
- A motivation letter detailing your specific interest in the postdoc position.
- A detailed Curriculum Vitae (CV) including publications, awards, and work experience.
- Contact information for two references, one of whom should be your MSc thesis supervisor.
First round of interviews will be conducted on February 17, 2025.
For further information, please contact Prof. Wilfred G. van der Wiel at W.G.vanderWiel@utwente.nl.
Last Date to Apply
February 1, 2025
Join the University of Twente and contribute to innovative research in nanoelectronics and artificial intelligence!
