PhD Researcher in Physics-Based Machine Learning for Geothermal Operations
vor 2 Wochen
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 for generating reliable machine learning models for simulating thermo-hydro-mechanical processes in geothermal operations.
Key Responsibilities- Develop and implement new machine learning algorithms for predicting induced seismicity in geothermal systems
- Collaborate with our team to further develop and optimize hybrid AI systems for geoscience applications
- Conduct research on sparse data applications and the reliable incorporation of physical knowledge into machine learning models
- Present research results at conferences and publish in peer-reviewed journals
- Master's degree or equivalent in mathematics, computer science, or geophysics
- Strong programming skills in Python and experience with machine learning libraries
- Good English language skills and ability to communicate complex ideas effectively
- A dynamic and international research environment with state-of-the-art equipment
- Ambitious and varied tasks with opportunities for professional growth and development
- Public service benefits and flexible working hours
We look forward to receiving your application by 15th August 2024. Please use our online application form only.
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Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam VollzeitJob DescriptionProject OverviewThe Helmholtz Centre Potsdam is seeking a highly motivated PhD researcher to work on a project that aims to develop and optimize hybrid artificial intelligence systems for geothermal operations. The project focuses on the use of physics-based machine learning methods to improve the efficiency and reliability of geothermal...
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Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam VollzeitJob DescriptionProject OverviewThe Helmholtz Centre Potsdam is seeking a highly motivated PhD researcher to work on a project that aims to develop and optimize hybrid artificial intelligence systems for geothermal operations. The project focuses on the use of physics-based machine learning methods to improve the efficiency and reliability of geothermal...
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Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam VollzeitJob SummaryWe 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 for generating reliable machine learning models for simulating thermo-hydro-mechanical processes in geothermal operations.Key ResponsibilitiesDevelop new machine learning strategies for...
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Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam VollzeitJob SummaryWe 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 for generating reliable machine learning models for simulating thermo-hydro-mechanical processes in geothermal operations.Key ResponsibilitiesDevelop new machine learning strategies for...
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Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam VollzeitProject Overview We are seeking a highly motivated PhD 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 geothermal operations. The project focuses on the use of AI methods in procedures for determining sensitivities, uncertainties,...
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Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam VollzeitJob SummaryWe are seeking a highly motivated PhD 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 geothermal operations, with a focus on sparse data applications and explainable models.Key ResponsibilitiesDevelop new strategies to...
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Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam VollzeitJob SummaryWe are seeking a highly motivated PhD 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 geothermal operations, with a focus on sparse data applications and explainable models.Key ResponsibilitiesDevelop new strategies to...
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Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam VollzeitProject OverviewWe are seeking a highly motivated PhD 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 geothermal operations.Key ResponsibilitiesDevelop new strategies to generate reliable machine learning models for simulating...
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Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam VollzeitJob SummaryWe 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 simulating thermo-hydro-mechanical processes in geothermal operations.Key ResponsibilitiesDevelop and implement new machine learning...
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Potsdam, Brandenburg, Deutschland Helmholtz Centre Potsdam VollzeitJob SummaryWe 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 simulating thermo-hydro-mechanical processes in geothermal operations.Key ResponsibilitiesDevelop and implement new machine learning...
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