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Manchester-Melbourne Dual Award 2022/23 ("Multi-criteria Automatic Algorithm Configuration under Streaming Problem Instances") Type of award Studentship Principal investigator Dr Manuel Lopez-Ibanez
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Algorithm (2025). Engineering , DOI: 10.1016/j.eng.2025.04.023. [2] Zheng, Z., Smirnova, D., Sanderson, G., Ying, C., Koutsogeorgis, D. C., Huang, L., Liu, Z., Oulton, R., Yousefi, A., Miroshnichenko
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designing and conducting experimental research as well as data analysis and algorithm development. Students with either an undergraduate honours degree (1st) or MSc (Merit or Distinction) in engineering
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modelling and algorithm development. You may have a track record of successful, high quality, publications in journals (ranked 3 or 4 in the Chartered Association of Business Schools (CABS) Academic
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address the environmental impacts. The aim of this project is to apply a highly innovative ‘Self Driving Lab (SDL)’ setup, integrated with Machine Learning algorithm, as a high throughput method to
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make decisions and coordinate their actions as orbital and traffic conditions change. Your research will combine machine learning, mathematical modelling and algorithm design to enable autonomous
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. The research will involve power system and IBR modelling, protection algorithm development, laboratory prototyping, and validation through real-time simulation and hardware-in-the-loop testing on
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algorithm to down-weight suspicious updates. Evaluate accuracy, attack resilience, privacy leakage, communication overhead, computation cost, and deployment feasibility. Funding These are doctoral
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interdisciplinary teams Requirements Requirements This is a methods development role. Strong candidates will have deep expertise in either bioinformatics algorithm development or ML/AI in a genomics context
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explained by the fact that backpropagation, the primary algorithm used to train them, runs efficiently on conventional CMOS hardware. Yet, the gold standard for intelligence remains biological, and although