Postdoctoral research scientist machine learning for the European XFEL virtual diagnostics

vor 4 Wochen


Hamburg, Deutschland Deutsches Elektronen-Synchrotron DESY Vollzeit

For our location in Hamburg we are seeking:

Postdoctoral research scientist for the European XFEL virtual diagnostics project

Limited: 2 years | Starting date: earliest possible | ID: MPO008/2024 | Deadline: 12.09.2024 | Full-time/Part-time | Remote work possible

DESY, with more than 3000 employees at its two locations in Hamburg and Zeuthen, is one of the world's leading research centres. Its research focuses on decoding the structure and function of matter, from the smallest particles of the universe to the building blocks of life. In this way, DESY contributes to solving the major questions and urgent challenges facing science, society and industry. With its ultramodern research infrastructure, its interdisciplinary research platforms and its international networks, DESY offers a highly attractive working environment in the fields of science, technology and administration as well as for the education of highly qualified young scientists.

The European XFEL is a user facility that delivers X-ray photon beams with a wide range of spectral and temporal properties. Achieving optimal performance necessitates precise control of various electron beam parameters which in turn requires appropriate online diagnostics. To address this need, we have initiated the "Virtual Diagnostics" project. This project aims to predict electron beam parameters using a combination of non-invasive diagnostics, theoretical accelerator models, and ML methods.


APCT1_DE



  • Hamburg, Deutschland Deutsches Elektronen-Synchrotron DESY Vollzeit

    For our location in Hamburg we are seeking: Postdoctoral research scientist for the European XFEL virtual diagnostics project Limited: 2 years | Starting date: earliest possible | ID: MPO008/2024 | Deadline: 12.09.2024 | Full-time/Part-time | Remote work possible DESY, with more than 3000 employees at its two locations in Hamburg and Zeuthen, is one of the...


  • Hamburg, Hamburg, Deutschland Deutsches Elektronen-Synchrotron DESY Vollzeit

    Position Overview:We are currently looking for a dedicated Postdoctoral Research Scientist to contribute to the European XFEL Virtual Diagnostics Project.Contract Duration: 2 years | Work Arrangement: Full-time/Part-time | Remote Work: PossibleAbout DESY: With a workforce exceeding 3000 at its facilities, DESY stands as a premier research institution...


  • 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: PossibleAbout DESY: With a workforce exceeding 3000 at its two primary sites, DESY stands as a prominent global...


  • Hamburg, Hamburg, Deutschland Deutsches Elektronen-Synchrotron DESY Vollzeit

    Position Overview:We are currently seeking a dedicated Postdoctoral Research Scientist to contribute to the Virtual Diagnostics Project at the European XFEL.Contract Duration: 2 years | Work Arrangement: Full-time/Part-time | Remote Work: PossibleAbout DESY: With a workforce exceeding 3000 across its locations, DESY stands as a premier research institution...


  • 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: AvailableAbout DESY: With a workforce exceeding 3000 across its locations, DESY stands as a...


  • Hamburg, Hamburg, Deutschland Deutsches Elektronen-Synchrotron DESY Vollzeit

    Position Overview:We are currently seeking a Postdoctoral Research Scientist to contribute to the Virtual Diagnostics project at the European XFEL. This role is a limited-term position with a duration of 2 years.Key Details:Starting Date: As soon as possibleEmployment Type: Full-time/Part-timeRemote Work: PossibleAbout DESY:With over 3000 employees across...


  • Hamburg, Hamburg, Deutschland Deutsches Elektronen-Synchrotron DESY Vollzeit

    We are currently looking for a: Postdoctoral Research Scientist for the European XFEL Virtual Diagnostics Initiative Type: Limited contract | Duration: 2 years | ID: MPO008/2024 | Employment: Full-time/Part-time | Remote work options available Deutsches Elektronen-Synchrotron (DESY) is a premier research institution with over 3000 personnel across its...


  • Hamburg, Hamburg, Deutschland Deutsches Elektronen-Synchrotron DESY Vollzeit

    We are currently seeking a: Postdoctoral Research Scientist for the European XFEL Virtual Diagnostics Initiative Type: Limited contract | Duration: 2 years | ID: MPO008/2024 | Work arrangement: Full-time/Part-time | Remote work options available Deutsches Elektronen-Synchrotron (DESY) is a prominent research institution with over 3000 staff members at its...


  • Hamburg, Hamburg, Deutschland Deutsches Elektronen-Synchrotron DESY Vollzeit

    We are currently seeking a: Postdoctoral Research Scientist for the European XFEL Virtual Diagnostics Initiative Type: Limited contract | Duration: 2 years | ID: MPO008/2024 | Work arrangement: Full-time/Part-time | Remote work options available Deutsches Elektronen-Synchrotron (DESY) is a premier research institution with over 3000 staff members across its...


  • Hamburg, Hamburg, Deutschland Deutsches Elektronen-Synchrotron DESY Vollzeit

    We are currently looking for a: Postdoctoral Research Scientist for the European XFEL Virtual Diagnostics Initiative Type: Limited contract | Duration: 2 years | ID: MPO008/2024 | Employment: Full-time/Part-time | Remote work options available Deutsches Elektronen-Synchrotron (DESY) is a premier research institution with over 3000 staff members across its...


  • Hamburg, Hamburg, Deutschland Deutsches Elektronen-Synchrotron DESY Vollzeit

    Position Overview: We are currently looking for a dedicated Postdoctoral Research Scientist to contribute to the European XFEL virtual diagnostics initiative. This role is essential for advancing our understanding and capabilities in the field of virtual diagnostics.Key Responsibilities:Conduct innovative research in virtual diagnostics.Collaborate with a...


  • Hamburg, Hamburg, Deutschland Deutsches Elektronen-Synchrotron DESY Vollzeit

    Position Overview: We are currently seeking a dedicated Postdoctoral Research Scientist to contribute to the European XFEL Virtual Diagnostics Project. This role is pivotal in advancing our understanding and implementation of virtual diagnostic techniques within the field of research.Key Responsibilities:Conduct innovative research and development in virtual...


  • Hamburg, Hamburg, Deutschland DESY Vollzeit

    About Your Role:As a Postdoctoral Research Scientist, you will be responsible for the development and implementation of machine learning surrogate models for the European XFEL accelerator facility. This involves contributing to the enhancement of the theoretical accelerator model, systematically studying beam dynamics to identify areas where the model can be...


  • Hamburg, Deutschland DESY Vollzeit

    About your role: Responsible for development and implementation of machine learning (ML) surrogate models for the European XFEL accelerator facility Contribute to the enhancement of the theoretical accelerator model for the European XFEL accelerator Systematically study beam dynamics to identify areas where the model can be improved and discrepancies...


  • Hamburg, Hamburg, Deutschland DESY Vollzeit

    About Your Role:As a Postdoctoral Research Scientist, you will be responsible for the development and implementation of machine learning surrogate models for the European XFEL accelerator facility. This involves contributing to the enhancement of the theoretical accelerator model, systematically studying beam dynamics to identify areas where the model can be...


  • Hamburg, Hamburg, Deutschland DESY Vollzeit

    About Your Role:As a Postdoctoral Research Scientist, you will be responsible for the development and implementation of machine learning surrogate models for the European XFEL accelerator facility. This involves contributing to the enhancement of the theoretical accelerator model, systematically studying beam dynamics to identify areas where the model can be...


  • Hamburg, Deutschland European XFEL Vollzeit

    **The position**: - Instrument operation responsibilities and local contact support for user experiments - Development of data analysis tools, hard X-ray instrumentation, and control interfaces - Participation in commissioning and in-house research programs **Requirements**: - PhD degree in physics, engineering or equivalent - Previous working experience...

  • Data Scientist

    vor 3 Monaten


    Hamburg, Deutschland European XFEL Vollzeit

    **The position**: The focus of the position is to: - in particular, devise explainable tools to automate repetitive tasks - improve the quality of collected data as well as diagnostic capabilities - accelerate and improve the accuracy of data analysis - liaise with instrument scientists and other stakeholders inside and outside European XFEL - contribute to...


  • Hamburg, Hamburg, Deutschland DESY Vollzeit

    Position Overview: Lead the design and execution of machine learning (ML) surrogate models tailored for the European XFEL accelerator facility. Enhance the theoretical framework of the accelerator model for the European XFEL. Conduct comprehensive analyses of beam dynamics to pinpoint areas for model refinement and to address measurement discrepancies....


  • Hamburg, Hamburg, Deutschland DESY Vollzeit

    Position Overview: Lead the design and execution of machine learning (ML) surrogate models tailored for the European XFEL accelerator facility. Enhance the theoretical framework of the accelerator model utilized at the European XFEL. Conduct systematic analyses of beam dynamics to pinpoint areas for model refinement and resolve measurement discrepancies....