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As part of a thesis in the Materials Characterization and Testing Department at Fraunhofer ITWM, you will work on a project in the field of electronics development and embedded systems. Three topics are available for a Bachelor’s or Master’s thesis: Topic 1: Adaptation of touch-display...
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and verifiably safe. We consider resilience and intelligence to be part of the same process. Be part of change In this master thesis, you will work at the intersection of multimodal machine learning
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The transition toward smart, energy-efficient buildings requires a deep understanding of how occupants actually use space and energy over time. Office buildings generate rich, continuous streams of power consumption data that implicitly encode patterns of human activity like the presence,...
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In this thesis you will work in the European Space Agency (ESA)-funded project Fast-EO (Fostering Advances in Foundation Models via Unsupervised and Self-Supervised Learning for Downstream Tasks in Earth Observation). You will investigate novel approaches to improve the capabilities of...
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and presenting findings within the project team What you contribute Enrollment in a Master's program at a German university in Engineering, Computer Science, Mathematics, Data Science, or a related STEM
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As one of the world's largest solar energy research institutes, the Fraunhofer Institute for Solar Energy Systems ISE makes a significant contribution to a sustainable, economical, secure, and socially equitable energy supply worldwide. Our goal is to advance the energy transition by providing...
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The objective of this thesis is to implement, analyse and optimize the Fischer-Tropsch synthesis in a biogas-fed Reformer-SOEC-FTS system. Your work will be to develop and validate a model of the entire FTS process in Aspen Plus, including reactions, separation and purification. Your model will...
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In previous projects, a detailed dynamic model of the system was developed based on first-principle (white-box) approaches. While such models provide valuable insight, advanced model-based control methods such as Model Predictive Control (MPC) are often limited by discrepancies between the...
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benchmark them with a realistic case study. The main focus of the project can develop either more in the mathematical theory of MCMC, the implementation of code for the Jülich supercomputers (GPU/CPU
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. Within this Master thesis, you will contribute to the evaluation of GridFM-inspired machine learning approaches for power grid analysis. The main goal is to develop a reproducible benchmarking workflow and