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machine learning algorithms and to assess when AI predictions are likely to be correct and when, for example, first principles quantum chemical calculations might be helpful. Predicting chemical reactivity
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-or-leave decisions, but how we make them is not well understood. The goal of this project is to find out if there is common decision algorithm for leaving across species and what that algorithm is. You will
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, which amongst its wide research portfolio, conducts cutting edge research into the development novel causal inference, automation and robotic control algorithms. We are seeking for a highly motivated PhD
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precision Mechatronics systems and algorithms. Ability to develop kinematic and/or dynamic analysis of Mechanical/Robotic systems. Ability to implement control and kinematics with hardware-in-the–loop
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-holomorphic Hilbert Modular Forms”. The central aim of the project is to develop explicit algorithms for computing with non-holomorphic Hilbert Modular Forms and using these algorithms together with theoretical
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workspaces under positional restrictions. Develop smart control algorithms that will allow the robotics end-effectors to communicate with the central control system and coordinate tasks with other end
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: - Quantum many-body dynamics - Quantum algorithms - Quantum-enhanced numerical methods - Tensor networks - Quantum machine learning - Computational complexity - Topological order The main responsibility
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+ algorithms/AI for optical imaging, and clinical translation (more at www.georgesdgordon.com). You will be supported by colleagues with strong skills in building optical systems, coding and data analytics
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-rounded academic background ◾Demonstrated ability to develop precision mechatronics system and algorithms ◾Ability to develop kinematic and/or dynamic analysis of mechanical/robotic systems ◾Ability
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photonic design software (Lumerical, Comsol, MEEP or HFSS) will be an advantage. A solid understanding of electromagnetics, mathematics and statistics, and machine learning theory/algorithms, with excellent