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control theory (e.g., model-predictive control, etc.), data-driven modelling and control methods (e.g., reinforcement learning, transfer learning, etc.) Proficiency in programming tools and languages, e.g
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field Strong background in control theory, optimisation-based algorithms and/or machine learning Excellent verbal and written communication skills Proficiency in programming languages in Python and/or C/C
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reproduce known and investigate novel quantum hacking scenarios under controlled conditions to assess the security and robustness of QKD systems. Build and test prototypes and proof-of-concept systems
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modern software engineering practices (version control, CI/CD, reproducibility). Strong analytical, independent problem-solving, and project execution skills under time constraints. Excellent communication
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, Physics, or any related field Strong background in machine learning, PINNs and control theory Excellent verbal and written communication skills Proficiency in programming languages in Python and/or C/C++. A