14 days ago
Full-time
Junior
#geologie#forschung#potsdam
PhD Position (f_m_x) - Hierarchichal physics-based machine learning methods
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Intro
The Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences is looking for a PhD candidate to work on hierarchical physics-based machine learning methods, focusing on the predictive assessment of induced seismicity.
Tasks
- Development of an optimal experimental design strategy for the placement of monitoring systems using machine learning surrogates
- Determination of the influence of different data sources
- Further development of the code basis
- Presentation of the results on conferences and publication in peer-reviewed journals
Requirements
- Master degree or equivalent in mathematics, computer science or geophysics or in related subjects
- Interest in research and applications in the field of induced seismicity
- Programming skills in Python as well as experience in the field of machine learning
- Good English language skills
Benefits
- Ambitious and varied tasks in a dynamic and international research environment
- State-of-the-art equipment
- Public service benefits
- Extensive training opportunities
- Professional career advice offered by our in-house Career-Centre
- Flexible working hours and conditions
- Support with finding a good work-life balance offered by benefit@work
- Institute day-care centre on site
- Working at the Albert Einstein science park on the Telegrafenberg in Potsdam
- Work place within walking distance of Potsdam main train station, or just a short ride on the shuttle bus
14 days ago
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