Aktuelle Jobs im Zusammenhang mit PhD Position - Potsdam - Helmholtz-Zentrum Potsdam Deutsches GeoForschungsZentrum GFZ
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Phd Position
vor 3 Wochen
Potsdam, Deutschland Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ VollzeitThe Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences is the national centre for research into the geosphere. With around 1,650 employees, we develop a sound understanding of systems and processes of the solid Earth as well as strategies and options for action to counter global change, understand natural hazards and sustainably secure...
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Academic Staff Position/phd Position
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Potsdam, Deutschland Universität Potsdam Vollzeit**Job Announcement** The University of Potsdam was founded in 1991 and has firmly established itself within the scientific landscape and developed into an outstanding economic factor and growth engine for the region. The university excels in acquiring third-party funds, has received multiple teaching awards, has a very service-oriented administration, and...
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Phd Positions in The German Erosita Consortium On
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PhD Researcher in Geothermal Operations
vor 4 Wochen
Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam VollzeitJob Title: PhD Position in Geothermal OperationsJob Description: We are seeking a highly motivated PhD researcher to join our team at the Helmholtz Centre Potsdam. The successful candidate will work on developing new strategies to generate reliable machine learning models for the simulation of thermo-hydro-mechanical (THM) processes. The project focuses on...
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PhD Researcher in Climate-Tectonics Interactions
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Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam VollzeitJob DescriptionWe are seeking a highly motivated PhD researcher to join our team at the Helmholtz Centre Potsdam. The successful candidate will be part of the EU-funded Marie Skłodowska-Curie Doctoral Network "Climate-Tectonics Interactions using Big Data informed Models" (INITIATE).The PhD researcher will work on building a Digital Twin of the subsurface...
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PhD Position
vor 4 Monaten
Potsdam, Deutschland Helmholtz Centre Potsdam VollzeitReference 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...
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Phd Position
vor 2 Monaten
Potsdam, Deutschland Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ VollzeitThe Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences is the national centre for research into the geosphere. With around 1,650 employees, we develop a sound understanding of systems and processes of the solid Earth as well as strategies and options for action to counter global change, understand natural hazards and sustainably secure...
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PhD Position in Seismology and Machine Learning
vor 3 Wochen
Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam VollzeitJob Description:We are seeking a highly motivated PhD candidate to join our team at the Helmholtz Centre Potsdam. The successful candidate will work on developing new methods for merging different seismic vibration measurements using machine learning techniques.Your Responsibilities:Develop a working database of smartphone earthquake reports and recordsUse...
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Phd Position
vor 1 Monat
Potsdam, Deutschland Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ VollzeitThe Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences is the national centre for research into the geosphere. With around 1,650 employees, we develop a sound understanding of systems and processes of the solid Earth as well as strategies and options for action to counter global change, understand natural hazards and sustainably secure...
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PhD Position
vor 4 Monaten
Potsdam, Deutschland Helmholtz Centre Potsdam VollzeitReference Number 9626 Exploring optimal experimental design utilizing physics-based machine learning for geothermal operations 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...
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PhD Position in Induced Seismicity
vor 4 Wochen
Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam VollzeitJob SummaryWe are seeking a highly motivated and skilled researcher to join our team at the Helmholtz Centre Potsdam. The successful candidate will work on the development and optimization of hybrid artificial intelligence systems for the prediction of induced seismicity.Key ResponsibilitiesDevelop an optimal experimental design strategy for the placement of...
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PhD Position in Induced Seismicity
vor 4 Wochen
Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam VollzeitJob SummaryWe are seeking a highly motivated and skilled researcher to join our team at the Helmholtz Centre Potsdam. The successful candidate will work on the development and optimization of hybrid artificial intelligence systems for the prediction of induced seismicity.Key ResponsibilitiesDevelop an optimal experimental design strategy for the placement of...
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Potsdam, Brandenburg, Deutschland Fraunhofer-Gesellschaft VollzeitAt Fraunhofer-Gesellschaft, we are seeking a highly motivated PhD researcher to join our team in the development of a cutting-edge platform technology for screening inflammatory responses.The successful candidate will be responsible for establishing cell-based inflammatory pathways in model cell lines, characterizing standard eukaryotic cell-free systems for...
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Potsdam, Brandenburg, Deutschland Fraunhofer-Gesellschaft VollzeitThe Fraunhofer Institute for Cell Therapy and Immunology (IZI) and its Branch Bioanalytics and Bioprocesses (IZI-BB) are seeking a highly motivated PhD candidate to contribute to the development of innovative bioprocessing technologies for analyzing inflammatory responses.The successful candidate will work on establishing cell-based inflammatory pathways in...
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PhD Researcher in Networking
vor 4 Wochen
Potsdam, Brandenburg, Deutschland Hasso Plattner Institut VollzeitAbout Hasso Plattner InstituteHasso Plattner Institute (HPI) is a leading center of excellence for digital engineering in Germany. Our faculty, founded jointly by the University of Potsdam and HPI, offers a unique and highly practical computer science study program. Our research focuses on the foundations and applications of large, complex, and networked IT...
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PhD Researcher in Networking
vor 2 Monaten
Potsdam, Brandenburg, Deutschland Hasso Plattner Institut VollzeitHasso Plattner Institute (HPI) is a leading center of excellence for digital engineering in Germany. Our Digital Engineering Faculty, a joint initiative with the University of Potsdam, offers a unique and highly practical computer science study program that focuses on the foundations and applications of large, complex, and networked IT systems.We are seeking...
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PhD Researcher in Networking
vor 2 Monaten
Potsdam, Brandenburg, Deutschland Hasso Plattner Institut VollzeitHasso Plattner Institute (HPI) is a leading center of excellence for digital engineering in Germany. Our Digital Engineering Faculty, a joint initiative with the University of Potsdam, offers a unique and highly practical computer science study program that focuses on the foundations and applications of large, complex, and networked IT systems.We are seeking...
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PhD Researcher in Networking
vor 4 Wochen
Potsdam, Brandenburg, Deutschland Hasso Plattner Institut VollzeitAbout Hasso Plattner InstituteHasso Plattner Institute (HPI) is a leading center of excellence for digital engineering in Germany. Our faculty, founded jointly by the University of Potsdam and HPI, offers a unique and highly practical computer science study program. Our research focuses on the foundations and applications of large, complex, and networked IT...
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Phd Fellow
vor 3 Monaten
Potsdam, Deutschland Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ VollzeitThe Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences is the national centre for research into the geosphere. With around 1,650 employees, we develop a sound understanding of systems and processes of the solid Earth as well as strategies and options for action to counter global change, understand natural hazards and sustainably secure...
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Potsdam, Brandenburg, Deutschland Fraunhofer-Gesellschaft VollzeitWe are seeking a highly motivated PhD candidate to join our team at the Fraunhofer Institute for Cell Therapy and Immunology, Branch Bioanalytics and Bioprocesses. The successful candidate will work on the development of a platform technology for screening inflammatory responses.The project involves the analysis of cell-based inflammatory pathways after drug...
PhD Position
vor 4 Monaten
The Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences is the national centre for research into the geosphere. With around 1,650 employees, we develop a sound understanding of systems and processes of the solid Earth as well as strategies and options for action to counter global change, understand natural hazards and sustainably secure energy and raw material requirements.
For section 4.5 "Subsurface Process Modelling" (department 4 “Geosystems”), we are looking for a:
PhD Position (f_m_x) - Physics-based machine learning for optimal experimental design
Reference Number 9626
Exploring optimal experimental design utilizing physics-based machine learning for geothermal operations
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 new strategies to generate reliable machine learning models for the simulation of thermo-hydro-mechanical (THM) processes
Generation of predictive maps to evaluate the potential of induced seismicity
Further development of the code basis
Presentation of the results on conferences and publication in peer-reviewed journals
Your qualifications:
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
