3 decision-making-"https:"-"https:"-"https:"-"https:"-"https:" PhD positions at Durham University
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4-year PhD fellowship in the Research Programme - Deep Learning-Accelerated Crystallography Pipeline
determination by developing mathematical methods and integrating machine learning into crystallographic workflows. The successful candidate will develop theoretical and computational approaches to improve
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prediction to systems that reason, plan, interact and act in the physical world. This PhD addresses efficient long-horizon task execution in Physical AI—complex tasks needing sequences of decisions, subgoals
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to long-term CO₂ storage. The project will produce a comprehensive digital atlas of saline aquifer storage opportunities in the Southern North Sea, supported by well databases, representative type wells
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