Phd candidate Jobs in Nuthetal
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Phd candidate • nuthetal
PhD Position (f_m_x) - Hierarchichal physics-based machine learning methods
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PhD position (f_m_x) - Investigations into the industrial application of gas hydrates
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Helmholtz-Centre Potsdam - GFZ German Research Centre for GeosciencesPotsdam, GermanyWissenschaftliche Mitarbeiterin / Wissenschaftlicher Mitarbeiter / PostDoc (d / w / m) Klinik für Allgemein- und Viszeralchirurgie DM.183.24
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HereonTeltowPostdoctoral Position PERSEVERE (m / f / d)
POTSDAM-INSTITUT FÜR KLIMAFOLGENFORSCHUNGPotsdam, BBHead of Monetization - EU Markets
0062 eBay GmbH (Germany)KleinmachnowLead Plant Operator
Rise TechnicalPotsdam- Gesponsert
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autonomous-teamingPotsdam, Brandenburg, DEPhD Position (f_m_x) - Hierarchichal physics-based machine learning methods
Helmholtz Centre PotsdamPotsdam, DEReference Number
9630
Predicative assessment of induced seismicity through hierarchical physics-based machine learning methods
Are you seeking a PhD project at the interface between geoscience, machine learning and mathematics, with an application to the highly relevant topic of induced seismicity? Then a position in this project might be appealing to you. The aim of the project is the further development and optimization of hybrid artificial intelligence systems. A specific focus is on sparse data applications and the reliable incorporation of physical knowledge, to produce explainable models. The project focuses on the use of AI methods in procedures for determining sensitivities, uncertainties and an optimal experimental design. The topic of induced seismicity is important for the further development of technologies in the field of geothermal energy, resulting in a high social relevance of the project.
The PhD position is subject to approval by third-party funders.
Your responsibilities :
- 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
Your qualifications :
What we offer :
Start date : 01st November 2024
Fixed-term : 36 months
Salary : The position is classed as salary group 13 according to “TVöD Bund (Tarifgebiet Ost)”. The salary group is determined on the basis of the Collective Wage Agreement and the respective personal qualifications.
Working hours : Part-time 75% (currently 29.25 h / week)
Place of work : Potsdam
Have we piqued your interest?
If so, we look forward to receiving your application by 15th August 2024 . Please use our online application form only.
Requirements on the application :