Job Code: gw24/020
Job Offer from April 29, 2024
The institute for Plasma Physics in Greifswald is a world-renowned laboratory conducting pioneering research in the field of magnetic fusion science, with a focus on the Wendelstein 7-X stellarator. Our international research team focuses on plasma physics and engineering to advance sustainable energy solutions through controlled fusion reactions. One of the research objectives is the safe operation of high power fusion devices. Precise management of thermal loads on plasma-facing components is critical. At Wendelstein 7-X, the surface temperatures of ten divertor units are monitored by thirteen infrared systems, providing safeguards to maintain steady-state operation without plasma interruptions. The integration of machine learning algorithms offers a promising solution to dynamically predict and manage these thermal loads, thereby improving safety and operational efficiency.
We offer a position for a PostDoc (m/f/d) within the division Stellarator Heating, Plasma Diagnostics and Optimization (E3) to develop a generative AI framework to predict power load patterns on plasma-facing components of the W7-X, providing a novel solution to enable more efficient and safer plasma control strategies through data enrichment. This framework will utilise various data sources including diagnostic data, existing infrared images and planned magnetic configurations. Join us in this exciting endeavour at the forefront of fusion research.
Your tasks
- Develop generative AI models for thermography images at W7-X
- Optimize real-time plasma control algorithms
- evaluation and processing of data from experiments in connection with infrared thermography
- Supervision of master/practica students
Your profile/Our requirements
- Completed studies and a doctorate in the field of computer vision, machine learning or physics
- professional experience in development of machine learning algorithms
- a sound understanding of the fundamentals of generative AI models
- experience with imaging cameras is advantageous
Your abilities
- very good command of written and spoken English
- a strong team spirit
We offer
- Research work within one of the largest scientific projects in Germany
- Salary is according to the TVöD Bund grade E13
- Flexible working hours
- Training and further education opportunities
- Company pension scheme
- Other social benefits
The IPP seeks to increase the proportion of employed women in those areas where they are underrepresented and explicitly encourages women to apply for this position. The IPP is committed to employing more disabled individuals and especially encourages them to apply.
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