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PhD Student
PhD position in Machine Learning for material design at Jacobs University Bremen Full-time
A PhD position in Machine Learning is available in the group of Prof. Peter Zaspel at Jacobs University Bremen, Germany. The position is focused on the development of novel machine learning algorithms in context of molecular simulations for light-harvesting materials. It is specifically embedded into the Priority Program SPP 2363 “Utilization and Development of Machine Learning for Molecular Applications – Molecular Machine Learning” funded by the German Research Foundation (DFG). The respective research will involve the further development of machine learning models and algorithms in an interdisciplinary application.
The group of Prof. Peter Zaspel is located at Jacobs University Bremen, a private, state-accredited, English-language research university. The research group focuses on machine learning, uncertainty quantification and high performance computing in context of applications from the natural sciences, engineering and beyond. For more details, see https://www.peter-zaspel.de/
This project is in close collaboration with the group of Prof. Ulrich Kleinekathöfer from the Physics Department at Jacobs University Bremen, whose group will contribute the light-harvesting application (http://ukleinekat.user.jacobs-university.de/).
A successful applicant is expected to have a Master’s degree in computer science, mathematics, data science or similar discipline, strong analytical skills in context of machine learning and/or (numerical) mathematics, excellent proficiency in a programming language (preferable Python or C/C++) and interest in developing novel machine learning methodologies for simulation applications. Experience in (numerical) simulation is an advantage. A good command of English is essential, both as the local working language and because of our international collaborations.
We offer a 3 year PhD position. It is funded under the DFG grant “Multi-fidelity, Active Learning Strategies for Exciton Transfer Among Adsorbed Molecules”. The salary will be paid in accordance with the Collective Agreement for the Public Service of the Federation (Tarifvertrag des öffentlichen Dienstes, TVöD Bund), with salary level 13 (100%). The place of employment will be Bremen, Germany.
The position is available immediately and applications will be considered until the position is filled. Applicants should submit a letter of motivation, a CV, copies of transcripts and optionally a copy of their MSc thesis together with the names of two referees by e-mail to Prof. Peter Zaspel at p.zaspel(at)jacobs-university.de
If you have any question with respect to the position, you are also very welcome to get in touch via the above e-mail address!