Aktuelle Jobs im Zusammenhang mit Postdoc in Deep Learning for Atmospheric Science - Bremerhaven - Alfred-Wegener-Institut für Polar- und Meeresforschung
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Postdoc Position in “energy Budgets and
Vor 4 Tagen
Bremerhaven, Deutschland Alfred-Wegener-Institut für Polar- und Meeresforschung VollzeitThe Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) is a member of the Helmholtz Association (HGF) and funded by federal and state government. AWI focuses on polar and marine research in a variety of disciplines such as biology, oceanography, geology, geochemistry and geophysics thus allowing multidisciplinary approaches to...
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Bremerhaven, Deutschland Alfred-Wegener-Institut für Polar- und Meeresforschung VollzeitThe Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) is a member of the Helmholtz Association (HGF) and funded by federal and state government. AWI focuses on polar and marine research in a variety of disciplines such as biology, oceanography, geology, geochemistry and geophysics thus allowing multidisciplinary approaches to...
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Postdoc in glacier Geophysics
Vor 5 Tagen
Bremerhaven, Deutschland Alfred-Wegener-Institut für Polar- und Meeresforschung VollzeitThe Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) is a member of the Helmholtz Association (HGF) and funded by federal and state government. AWI focuses on polar and marine research in a variety of disciplines such as biology, oceanography, geology, geochemistry and geophysics thus allowing multidisciplinary approaches to...
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Bremerhaven, Bremen, Deutschland Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung VollzeitScientist in AI-based Emulator for High-Resolution Sea Ice ModelingJoin a collaborative team at the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) to develop an AI-based emulator for high-resolution sea ice modeling.BackgroundThe Climate Dynamics section of AWI is seeking applications for a position focused on developing an...
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Bremerhaven, Deutschland Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung VollzeitScientist in AI-based emulator for High-Resolution Sea Ice Modeling (f/m/d) BackgroundThe Climate Dynamics section of the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) in Bremerhaven, Germany, is seeking applications for a position focused on development of AI-based emulator for high-resolution sea ice modeling in climate...
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Bremerhaven, Deutschland Alfred-Wegener-Institut für Polar- und Meeresforschung VollzeitThe Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) is a member of the Helmholtz Association (HGF) and funded by federal and state government. AWI focuses on polar and marine research in a variety of disciplines such as biology, oceanography, geology, geochemistry and geophysics thus allowing multidisciplinary approaches to...
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Bremerhaven, Deutschland Alfred-Wegener-Institut für Polar- und Meeresforschung VollzeitThe Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) is a member of the Helmholtz Association (HGF) and funded by federal and state government. AWI focuses on polar and marine research in a variety of disciplines such as biology, oceanography, geology, geochemistry and geophysics thus allowing multidisciplinary approaches to...
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Phd Position in “innovative Approaches for The
Vor 5 Tagen
Bremerhaven, Deutschland Alfred-Wegener-Institut für Polar- und Meeresforschung VollzeitThe Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) is a member of the Helmholtz Association (HGF) and funded by federal and state government. AWI focuses on polar and marine research in a variety of disciplines such as biology, oceanography, geology, geochemistry and geophysics thus allowing multidisciplinary approaches to...
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Speculative Application Bremerhaven: Internship
Vor 7 Tagen
Bremerhaven, Deutschland Wind Energy Systems Vollzeit**Who we are...** Our primary focuses at Fraunhofer IWES are on wind energy and hydrogen technologies. Our institute is home to more than 300 scientists and employees as well as over 100 students from over 30 countries pursuing careers in applied research and development at nine sites. We secure investments in technological developments through validation,...
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Bremerhaven, Deutschland Alfred-Wegener-Institut für Polar- und Meeresforschung VollzeitThe Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) is a member of the Helmholtz Association (HGF) and funded by federal and state government. AWI focuses on polar and marine research in a variety of disciplines such as biology, oceanography, geology, geochemistry and geophysics thus allowing multidisciplinary approaches to...
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Professor in Digital Systems
Vor 4 Tagen
Bremerhaven, Deutschland Hochschule Bremerhaven VollzeitProfessor (f/m/d) Digital Systems Application requirements - Completed university degree in electrical engineering, technical computer science, or a related field - Pedagogical suitability for teaching at a university - Qualification for research, usually demonstrated by a relevant doctoral degree - At least five years of relevant professional experience, of...
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Scientist in High-Resolution Sea Ice Modeling
vor 4 Wochen
Bremerhaven, Bremen, Deutschland Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung VollzeitJob DescriptionWe are seeking a skilled professional to focus on high-resolution sea ice modeling in preparation for and execution of innovative kilometer-scale climate simulations.Your TasksPrepare the FESOM sea ice model for integration into the next version of the IFS-FESOM coupled model.Extend the model's functionality by implementing advanced sea ice...
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Scientist in High-Resolution Sea Ice Modeling
vor 4 Wochen
Bremerhaven, Bremen, Deutschland Alfred-Wegener-Institut (AWI) - Helmholtz Zentrum für Polar- und Meeresforschung VollzeitBackground The Climate Dynamics section of the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) in Bremerhaven, Germany, is seeking applications for a position focused on high-resolution sea ice modeling to prepare and conduct innovative kilometer-scale climate simulations. The position includes the following responsibilities:...
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Scientist in High-Resolution Sea Ice Modeling
vor 4 Wochen
Bremerhaven, Deutschland Alfred-Wegener-Institut (AWI) - Helmholtz Zentrum für Polar- und Meeresforschung VollzeitBackground The Climate Dynamics section of the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) in Bremerhaven, Germany, is seeking applications for a position focused on high-resolution sea ice modeling to prepare and conduct innovative kilometer-scale climate simulations. The position includes the following responsibilities:...
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Scientist in High-Resolution Sea Ice Modeling
vor 3 Wochen
Bremerhaven, Deutschland Alfred-Wegener-Institut (AWI) - Helmholtz Zentrum für Polar- und Meeresforschung VollzeitBackground The Climate Dynamics section of the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) in Bremerhaven, Germany, is seeking applications for a position focused on high-resolution sea ice modeling to prepare and conduct innovative kilometer-scale climate simulations. The position includes the following responsibilities:...
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Scientist in High-Resolution Sea Ice Modeling
vor 4 Wochen
Bremerhaven, Deutschland Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung VollzeitBackground The Climate Dynamics section of the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) in Bremerhaven, Germany, is seeking applications for a position focused on high-resolution sea ice modeling to prepare and conduct innovative kilometer-scale climate simulations.The position includes the following...
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Scientist in High-Resolution Sea Ice Modeling
vor 4 Wochen
Bremerhaven, Deutschland Alfred-Wegener-Institut (AWI) - Helmholtz Zentrum für Polar- und Meeresforschung VollzeitBackground The Climate Dynamics section of the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) in Bremerhaven, Germany, is seeking applications for a position focused on high-resolution sea ice modeling to prepare and conduct innovative kilometer-scale climate simulations. Preparing the FESOM ( sea ice model for integration into...
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Scientist in High-Resolution Sea Ice Modeling
vor 4 Wochen
Bremerhaven, Bremen, Deutschland Alfred-Wegener-Institut (AWI) - Helmholtz Zentrum für Polar- und Meeresforschung VollzeitBackground The Climate Dynamics section of the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) in Bremerhaven, Germany, is seeking applications for a position focused on high-resolution sea ice modeling to prepare and conduct innovative kilometer-scale climate simulations. Preparing the FESOM ( sea ice model for integration into...
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Student with Thesis
Vor 6 Tagen
Bremerhaven, Deutschland Fraunhofer-Gesellschaft Vollzeit**Student* with Thesis (optional) Python Machine Learning for Load Simulations of Wind Turbines** **Who we are...** Our primary focuses at Fraunhofer IWES are on wind energy and hydrogen technologies. Our institute is home to more than 300 scientists and employees as well as over 100 students from over 30 countries pursuing careers in applied research and...
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Scientist in High-resolution Sea Ice Modeling
Vor 7 Tagen
Bremerhaven, Deutschland Alfred-Wegener-Institut für Polar- und Meeresforschung VollzeitThe Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) is a member of the Helmholtz Association (HGF) and funded by federal and state government. AWI focuses on polar and marine research in a variety of disciplines such as biology, oceanography, geology, geochemistry and geophysics thus allowing multidisciplinary approaches to...
Postdoc in Deep Learning for Atmospheric Science
vor 1 Woche
The Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) is a member of the Helmholtz Association (HGF) and funded by federal and state government. AWI focuses on polar and marine research in a variety of disciplines such as biology, oceanography, geology, geochemistry and geophysics thus allowing multidisciplinary approaches to scientific goals.
- Postdoc in deep learning for atmospheric science foundational modelling (M/F/d)
**Background**
The use of deep learning for weather forecasting has exploded in recent years, and is transforming the computational representation of atmospheric processes. Large-scale models have so far been trained on coarse-resolution model data and thereby inherited some weaknesses of classical models in the representation of important but small-scale processes in the atmospheric boundary-layer. To make the next leap forward in deep learning of atmospheric processes, we intend to train a model on high-resolution model output and observations. We thereby aim at improving deep learning models beyond the limitations of current models.
**Your Tasks**
- You will fine-tune a pre-trained foundational model such as Atmorep or Aurora using diverse data from large-eddy simulations, direct numerical simulations and observations of the real atmosphere.
- You will collaborate with atmospheric scientists in our group and machine-learning experts from the Helmholtz AI program to develop a setup that allows to train a generalizable model of atmospheric boundary-layer processes.Tasks also include the presentation of results at conferences and publishing results as scientific papers.
**Your Profile**
- PhD with a focus on machine learning
- Experience with deep learning methods, particularly with transformer-based architectures
- Good knowledge of English as a working language
**Preferred Qualifications and Skills**
- Prior experience in Earth system modelling is a bonus.
**Further Information**
This is a full-time position, limited to 3 years. It is also suitable for part-time employment. The salary will be paid in accordance with the Collective Agreement for the Public Service of the Federation (Tarifvertrag des öffentlichen Dienstes, TVöD Bund), up to salary level **13.** The place of employment will be **Bremerhaven**.**
Postdocs have to register with AWI's postdoc office **PROCEED**, thereby gaining access to a set of tailor-made career development tools.
**The AWI is characterized by**
- our scientific success - excellent research
- collaboration and cooperation - intra-institute, national and international, interdisciplinary
- opportunities to develop - on the job and towards other positions
- an international environment - everyday contact with people from all over the world
- flexible working hours and the possibility of mobile working up to 50% of regular working hours
- health promotion and company fitness with Hansefit and Wellhub
- support services and a culture of reconciling work and family
- occupational pension provision (VBL)
Applicants with disabilities will be given preference when equal qualifications are present.
AWI fosters work-family compatibility in various ways and has received several awards as a result of this commitment. **And as a new international member of our team, you can be sure that we will help you settle in. Our **Family Office** and **International Office** will be glad to support you**, **even before you start at AWI.
Reference number: 24/150/G/Kli-b
