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Machine Learning Postdoctoral Researcher for Virtual Diagnostics

vor 2 Monaten


Hamburg, Hamburg, Deutschland Deutsches Elektronen-Synchrotron DESY Vollzeit

Position Overview:

We are currently seeking a Postdoctoral Research Scientist to contribute to the Virtual Diagnostics initiative associated with the European XFEL project.

Contract Duration: Limited to 2 years | Work Arrangement: Full-time/Part-time | Remote Work: Available

About DESY: With a workforce exceeding 3000 across its locations, DESY stands as a premier research institution globally. The center's focus is on unraveling the structure and functionality of matter, ranging from the universe's tiniest particles to the fundamental components of life. DESY plays a pivotal role in addressing significant scientific inquiries and pressing challenges faced by society and industry. Its state-of-the-art research facilities, interdisciplinary platforms, and extensive international collaborations create an appealing environment for scientific, technological, and administrative pursuits, as well as for nurturing the next generation of highly skilled researchers.

Project Description: The European XFEL serves as a user facility that produces X-ray photon beams with diverse spectral and temporal characteristics. To achieve peak operational efficiency, meticulous control of various electron beam parameters is essential, necessitating effective online diagnostics. The Virtual Diagnostics project has been launched to meet this requirement, aiming to forecast electron beam parameters through a blend of non-invasive diagnostic techniques, theoretical accelerator models, and machine learning methodologies.

Reference Code: APCT1_DE