Ihr Aufgabenbereich
- Diploma or Master’s degree in Physics or a related discipline
- A strong interest in quantum technology, demonstrated e.g., by a Master thesis in these topics, is desirable
- Excellent English language and communication skills
- Research experience with defects in crystals, such as nitrogen-vacancy centers in diamond
- Laboratory experience including optics, spectroscopy, data acquisition and evaluation
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Your Tasks
- Editorial support of publication projects of the research unit
- Supervised academic activities in the field of modern art history and in particular Austrian Baroque
- Entering and editing information in databases
- Annotations of image and text data
- Engaged participation in the activities of the institute and the research unit
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Ihr Aufgabenbereich
- Conduct original scientific research in the field of inverse problems applied for extremely large telescopes (theoretical analysis, development and implementation of algorithms, simulations and experimental tests) Be part of a doctoral training and work towards obtaining a PhD in technical sciences
- Collaborate with scientists and students working in other fields covered by the mathematical and astronomical research network
- Publish scientific findings in renowned international journals and at conferences
- Complete trainings or short-term research stays at international collaboration partners
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Your Tasks
- Develop and merge innovative approaches in spatial data encoding, continuous output representation, and multi-variable simulation with dynamic data integration (Retrieval Augmented Generation, RAG) to push the boundaries of spatial stochastic simulation research.
- Design, prototype, and test advanced transformer-based methods tailored to complex spatial and multi-variable data.
- Create robust training protocols to manage non-stationary data and develop strategies for continuous output (e.g., raw value predictions, Fourier decomposition).
- Implement tokenization and cross-attention techniques to efficiently handle multi-variable simulations.
- Collaborate with international partners and contribute to an environment that values scientific freedom, interdisciplinary work, and curiosity-driven exploration.
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Vollzeit
Leoben
30.05.2025
Leoben
Your Tasks
- Independent investigation and validation of thermo-mechanical and heat-transfer modeling of aerofoils with finite element modelling and programming.
- The ability to program experimental results (for example, material mechanical and thermal properties) using AFM, indentation, scratch, and bulge testing to the FE models
- Design and implement necessary materials related programming for wind tunnel tests and data analysis afterwards
- Manage the project data with an electronic notebook by implementing necessary APIs and templates. Determine workflows to share the data following FAIR data policies.
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Ihr Aufgabenbereich
- Doctorate related to the above requirements
- Strong background in optimization and partial differential equations
- Strong background in numerical mathematics and computing
- Machine learning skills are welcome
- English skills needed
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Your Tasks
- Familiarise yourself with the scientific objectives of the L4 mission and related science and sensor know-how at the IWF. This requires focused communication with the IWF science and hardware experts from four research groups (Solar System Planetary Physics, Space Plasma Physics, Onboard Computing and Space Magnetometers).
- Conduct research based on literature studies, data analysis and/or theoretical studies to prepare the IWF for the ESA L4 mission.
- Development of initial sensor performance requirements needed to achieve the science objectives for both, the orbiter and the lander.
- Support acquisition of third-party postdoc funding from e.g., the Austrian Science Fund to continue and/or finalize this study. Aspirations for submitting an ERC grant will be very welcome.
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Ihr Aufgabenbereich
- Conduct own research based on data analysis and theoretical studies.
- Actively participate in the science task for the missions relevant to the IWF contributed instruments.
- Regular publications in peer-reviewed journals and presentations at international conferences.
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Ihr Aufgabenbereich
- strengthening of our analysis activities with the CMS experiment, in particular, taking a key role in the area of physics of the top quark and measurements with energy correlators
- data analysis, including the improvement of existing and the development of novel analysis strategies with novel machine-learning-based unfolding techniques and
- interpretation of results in the context of SM
- supervision of students
- contributions to maintenance and development of the reconstruction and the calibration of physics objects
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Ihr Aufgabenbereich
- strengthening of our analysis activities with the CMS experiment, in particular, taking a key role in the area of physics of the top quark
- data analysis, including the improvement of existing and the development of novel analysis strategies with novel machine-learning techniques and unbinned methodology
- interpretation of results in the context of SM effective field theory
- supervision of students
- contributions to maintenance and development of the reconstruction and the calibration of physics objects
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Your Tasks
- Preparation and submission of an independent project proposal in a highly competitive national or international funding program in the field of modern art history of the Habsburg Monarchy, preferably using digital or computational methods
- Independent research activities and publications
- Engaged participation in the activities of the institute and the research unit
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Your Tasks
- Develop Neural Network models to predict three dimensional complex molecular cluster structures and thermo-chemical properties.
- Support cloud formation modelling.
- Support scientific data interpretation (e.g., CHEOPS, JWST) and preparation for future missions.
- Publication and support in proposal writing activities, and collaborate with group members.
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Your Tasks
- Define the requirement specification and design as well as perform the implementation & testing of the firmware application developed by the research group.
- Support unit level testing (e.g., functional tests for DPUs) and contribute to the respective test reports.
- Support the development of R&D projects for the group.
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