Postdoctoral Fellow in Machine Learning for Physics
vor 2 Monaten
Constructor University (formerly Jacobs University) is a private, state-accredited, English-language university in Bremen. We offer Bachelor, Master, and PhD programs in three schools: School of Science, School of Computer Science and Engineering, and School of Business, Social and Decision Sciences. Our principles are first-class teaching and research, international diversity, and transdisciplinary cooperation. According to the 2024 Times Higher Education (THE) World University Rankings, Constructor University is among the top 25 percent out of more than 1900 universities worldwide and is ranked as the second most international university in the world. As an international university, we attract highly talented and open-minded students from all over the world. Currently, over 1,600 students from 110 nations live and study on our residential campus.
Your responsibilities:
- Optimize the geometry of particle detectors using stochastic surrogate models, enabling precise particle tracking.
- Prepare and publish research articles in top-tier journals and conferences (e.g., Journal of Instrumentation, JMLR, NeurIPS), and contribute to project reporting.
Your qualifications:
- PhD in machine learning, physics, computer science, or a related field with experience in stochastic optimization and computational modeling.
- Strong background in surrogate modeling, gradient estimation, and stochastic methods.
- Experience with meta-learning techniques, especially hyper-networks, Deep Sets, or Transformer architectures, and a working knowledge of decision tree algorithms in machine learning.
- Proven ability to contribute to grant writing and experience in preparing competitive research proposals.
- Excellent programming skills and a track record of published research in relevant journals and conferences.
What you can expect at Constructor University:
Constructor University is dedicated to equal opportunity employment and
treatment for all applicants and preventing any form of discrimination.
Constructor University consistently achieves top results in national and
international university rankings.
In the CHE Ranking, the most comprehensive and detailed ranking of the
German-speaking higher education landscape, Constructor University has
achieved top placements every year since its first participation in 2005.
For any further information regarding this position, please contact
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