The Fraunhofer Institute for Algorithms and Scientific Computing SCAI develops innovative methods in the field of Computational Science and actively supports their take-up in industrial practice. The Department of Numerical Data-Driven Prediction deals with applications and methods of machine learning and data-driven prediction, especially in engineering.
Both PhD and PostDoc positions are available, where the PhD will be undertaken at the University of Bonn. You will work on national and international research and development projects as well as industrial projects on tasks related to the topics:
- Analysis of numerical simulation data
- Development of statistical models and machine learning methods
- Analysis of time series from cyber-physical systems
We expect a degree in mathematics, computer science, or a comparable field of study with a solid share of mathematics. Postdoctoral applicants must have published in first-rate venues. Besides the willingness to carry out business- and practice-oriented research projects in a committed and independent team, we require very good knowledge of software development, especially fluency in C++ or python. Ideally, you have academic and practical experience in some of the following areas: machine learning, numerical simulation, sensor data processing, software technology, visualization.
For more and to apply visit
(if need be, translate with the help of www.DeepL.com/Translator).
For further inquiries, please contact Jochen Garcke (https://www.scai.fraunhofer.de/en/ndv).