Postdoctoral Researcher in Machine Learning for Virtual Diagnostics

vor 3 Wochen


Hamburg, Hamburg, Deutschland Deutsches Elektronen-Synchrotron DESY Vollzeit

Position Overview:

We are currently seeking a Postdoctoral Research Scientist specializing in Machine Learning for the European XFEL Virtual Diagnostics Project.

Contract Duration: 2 years | Employment Type: Full-time/Part-time | Remote Work: Possible

About DESY: With a workforce exceeding 3000 at its two primary sites, DESY stands as a prominent global research institution. Our focus lies in unraveling the structure and functionality of matter, spanning from the universe's tiniest particles to the fundamental components of life. Through our cutting-edge research facilities, interdisciplinary platforms, and international collaborations, we provide an exceptional environment for scientific inquiry, technological advancement, and the development of highly skilled young researchers.

Project Details: The European XFEL serves as a user facility that generates X-ray photon beams with diverse spectral and temporal characteristics. To ensure optimal functionality, precise management of various electron beam parameters is essential, necessitating effective online diagnostics. In response to this requirement, we have launched the Virtual Diagnostics initiative. This project is designed to forecast electron beam parameters by integrating non-invasive diagnostic techniques, theoretical accelerator models, and machine learning methodologies.

Reference Code: APCT1_DE



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