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Machine Learning Expert for European XFEL

vor 2 Monaten


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 improved, and collaborating with a multidisciplinary team of physicists and data scientists to achieve project goals.

Key Responsibilities:
  • Develop and implement machine learning surrogate models for the European XFEL accelerator facility
  • Contribute to the enhancement of the theoretical accelerator model
  • Systematically study beam dynamics to identify areas for improvement
  • Collaborate with a multidisciplinary team to achieve project goals
  • Share insights and results through presentations, reports, and publications
About DESY:

DESY is a leading international research center for the sciences and humanities. Our research campus offers a unique working environment with a strong focus on collaboration and innovation. We value diversity and equality, and we are committed to creating a work environment that is inclusive and respectful.

Requirements:
  • PhD in physics or a related field with a strong background in accelerator physics
  • Experience in numerical modeling and simulations
  • Knowledge of accelerator design and simulation tools (Ocelot, Elegant, MAD-X, or similar)
  • Proficiency in programming languages and frameworks commonly used in machine learning
  • Strong analytical and problem-solving skills
  • Good knowledge of English, both written and oral
About You:

We are looking for a highly motivated and talented individual who is passionate about accelerator physics and machine learning. If you have a strong background in physics and experience in numerical modeling and simulations, we encourage you to apply.