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inference and deployment costs (e.g., model compression/simplification and hardware-aware optimization). We are also interested in how resource-efficiency interacts with broader sustainability aspects
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the Ph.D. Our recent works on AI privacy and security: Practical Bayes-Optimal Membership Inference Attacks, NeurIPS 2025, https://arxiv.org/pdf/ 24089 Secure Aggregation is Not Private Against Membership
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or PhD project: Develop and optimize microbial hydrolysis of feather and possibly other keratinous materials at different scale (100 mL, 3L, 42L, 100L). Perform vibrational spectroscopy analyses and
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identify, analyze, and evaluate strategies that can make the last-mile distribution more sustainable than today. You will, for example, analyze different scenarios with mixed vehicle fleets, charging
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Medicine (STRIME) is led by Lotta Happonen, and the focus is to map how different bacteria bind to human cells and proteins to cause infection. The specific aim is to use a combination of protein mass
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, or simulation-based evaluation Background in optimization, resource allocation, scheduling, or graph-based network analysis Exposure to resilience, reliability engineering, or security analysis (including
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different departments of the University of Bremen in Germany. Associated partners are the BIBA (Bremer Institut für Produktion und Logistik GmbH), the Institute of Shipping Economics and Logistics (ISL
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., entanglement, fidelity/noise, quantum repeaters) Experience with network modelling, performance analysis, or simulation-based evaluation Background in optimization, resource allocation, scheduling, or graph
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organisations. The combination of six disciplines and two interdisciplinary specialisations in the GSBS provides the basis for fascinating synergies, as similar research questions are addressed from different
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Division of Infection Medicine The research group in Structural Infection Medicine (STRIME) is led by Lotta Happonen, and the focus is to map how different bacteria bind to human cells and proteins