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of reasoning, planning, and autonomous execution. The role requires the ability to produce high-quality peer-reviewed outputs, develop and evaluate innovative AI methods, and contribute to the supervision
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materials systems at the molecular level with machine learning. The PhD Student will undertake a study analysing mass spectral imaging data streams in real time using machine learning workflows. A pathway for
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-theoretic tools to develop and evaluate precision measurement and sensing protocols. Ability to work autonomously whilst displaying a strong commitment to work in a team environment, including the
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frameworks apply to autonomous AI systems. The PhD candidate will have the opportunity to contribute to this critical policy discourse through empirically grounded research. This doctoral project will conduct