PhD Position – Laser Operations: Join the groundbreaking AI-Powered XFEL Laser Operations project at Deutsches Elektronen-Synchrotron (DESY) to develop an artificial intelligence-powered assistant aimed at boosting the uptime and efficiency of complex optical laser systems at large-scale X-ray synchrotrons and free-electron lasers (XFELs). This innovative project involves the application of advanced large language models (LLMs) in natural language processing (NLP) to provide expert-level assistance to laser operators, thus driving scientific discovery through enhanced facility operations.
### Scholarship Opportunity: AI-Powered XFEL Laser Operations at DESY
Designation
PhD Position – AI-Powered XFEL Laser Operations
Research Area
Artificial Intelligence, Natural Language Processing, Optical Laser Systems, X-ray Synchrotrons, Free-electron Lasers
Location
Deutsches Elektronen-Synchrotron (DESY), Germany
Eligibility/Qualification
- Master’s degree in computational linguistics, computer science, or quantitative science
- Strong Python programming skills
- Solid foundation in machine learning
- Interest in applying AI for quality control, predictive maintenance, staff training, and advice systems
- Hands-on experience with open-source LLMs
- Interest in physics and optics
- Desirable: Experience in fine-tuning transformer models, quality management processes, optics, and research publications in NLP/AI
Job Description
The successful candidate will contribute to the development of an AI-powered assistant to aid on-call laser operators with troubleshooting and maintaining facility laser systems. This involves processing extensive technical documentation, logbook entries, and control system data to enhance efficiency and accuracy of troubleshooting, improve technical documentation, and generate performance statistics for data-driven decision-making.
How to Apply
Interested candidates are encouraged to apply by sending their applications to application-dashh@desy.de or by contacting Tel +49 (0)40 8998 2718. For further details and application procedures, visit the official website.
Application Deadline
The last date for application submission is October 20th, 2024.
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