德国电子同步加速器中心博士后职位–机器学习应用于激光等离子体加速

German Electron Synchrotron

Postdoc for Machine Learning in Laser-Plasma Accelerations

Job description:

DESY

Novel methods of machine learning and artificial intelligence promise new possibilities to enhance the quality of laser-plasma electron beams to a level that supports real-worl applications. In this context, we are searching for a highly motivated self-driven Postdoc with an exellent background in laser-plasma acceleration working at the interface of experiments, laser development, particle-in-cell code development and application of machine earning methods to control the experiment, analyze data and predictive modeling.

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•Apply methods of machine learning to improve the electron beam quality from a laser-plasma accelerator

•Develop methods of machine-learning based predictive modeling and active stabilization

•Coordinate and lead experiment campaigns at the LUX laser-plasma accelerator to demonstrate high-quality electron beams

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•PhD in physics with a focus on laser-plasma acceleration

•Experience in experimental laser-plasma acceleration

•Experience in writing PIC simulation codes for laser-plasma accelerators

•Experience in machine learning tools such as keras, pytorch and others

•Proven scientific track record in machine-learning for laser-plasma accelerators

Look forward to a unique working environment on our international research campus. We attach particular importance to appreciative cooperation and the well-being of our DESY employees. Gender equality is an important aspect for us. To support work life balance we offer flexible working hours, variable part-time and job-sharing. You will benefit from our family-friendly and collegial atmosphere, our established health management and occupational pension provision. As a public employer, we offer you a secure workplace and facilitate your individual career with our comprehensive training and development opportunities. Remuneration is according to the regulations of the TV-AVH.

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This research center is part of the Helmholtz Association of German Research Centers. With more than 42,000 employees and an annual budget of over € 5 billion, the Helmholtz Association is Germany’s largest scientific organisation.