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description Conduct a literature review on SSMs, LLM architectures, and hardware acceleration techniques. Investigating design choices that optimize the model across both the hardware and software stack. Design
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for behavioural and security properties; efficient algorithms for model checking, learning and synthesis; improved explainability and safety of machine learning models, e.g. by integrating neural and symbolic
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. The division conducts research and teaching in the field of traffic and transport behaviour and planning, with particular focus on behaviour modelling, machine learning and systems modelling and simulation. DTU
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wearable and ambient IoT sensing systems for activity and health monitoring. Implementing embedded AI models for anomaly detection and behaviour analysis. Working on digital twin and serverless IoT
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to assess performance, efficiency, and dynamic behavior under fluctuating input power. Synthetic Fuel Synthesis: Investigate catalytic and process parameters for ammonia and methanol production using green
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, local Danish time. Research Project You will conduct a research project with the aim to understand the molecular mechanism that allows the transition zone (TZ), a conserved protein complex with unknown
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will be involved in exploring the models, designing, and measureing CMOS-based interface (coherently control, readout, and biasing) to quantum bits: Conduct a thorough review of recent research in
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the brightest in their field and to conduct science at the highest international level will be considered. Approval and Enrolment The scholarship for the PhD degree is subject to academic approval, and the
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who seek to be among the brightest in their field and to conduct science at the highest international level will be considered. Approval and Enrolment The scholarship for the PhD degree is subject to
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. Responsibilities: Conduct research in time-predictable computer architecture. Designing a network-on-chip for real-time automotive systems Verify the design with modern verification methods, such as function