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mechanical loading of such samples. The focus of the PhD project will be to use machine learning techniques to better understand the interplay between the crystal orientations and deformation patterns in a
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inspection of and interaction with mechanical devices. Examples might include aircraft maintenance or other complex workshop environments. We term work in such situations as "physically embedded" in
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the biological experiments are conducted. The intended departure point for this PhD project is to use reinforcement learning, a mainstream AI technique, to model task allocation mechanisms. #sustainability
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