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description In this project you will develop novel AI and Deep Learning techniques for traffic detection using vehicle-mounted microphones, enhancing the perception capabilities of Advanced Driver-Assistance
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-language models, or diffusion models to simulate and design complex urban traffic environments? Do you want to shape the next generation of data-driven mobility intelligence with your creative ideas and
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of artificial intelligence , traffic management, and decision support systems. The successful candidate will explore the application of foundation models, such as large language models (LLMs), to support and
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Geosciences The Faculty of Civil Engineering & Geosciences (CEG) is committed to outstanding international research and education in the field of civil engineering, applied earth sciences, traffic and transport
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are conducted within the units Traffic Systems, Quantitative Logistics, Flight logistics, Rail and Public Transport, Mobile Telecommunications, Construction Logistics and Construction Technology. The research is
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existing bridges. Moreover, the steady increase in traffic loads demands continuous safety assessments and targeted retrofitting strategies. This project aims to advance knowledge of typical arch bridges in
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10th January 2026 Languages English English English The Department of Engineering Cybernetics has a vacancy for a PhD Candidate PhD Candidate in AI for ship traffic monitoring Apply for this job See
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., Superbowl) or large music festivals, assumptions of steady cellular network demand often fail. Sudden surges in GSM/5G traffic, stampede risks, or emergency events introduce uncertainty that challenges
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Transport Systems (KTS), which is one of the largest environments for research and education in the transport area in the Nordic countries. The operations are conducted within the units Traffic Systems
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of Econometrics and Statistics, esp. in the Transport Sector and co-supervised by Prof. Dr. Klaus Bogenberger, Chair of Traffic Engineering and Control, TU Munich. Requirements: Excellent, very good or good