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. Scalable AI training: distributed training, efficient fine-tuning, evaluation, and deployment on large-scale compute. Multimodal learning: representation learning and generative modeling across heterogeneous
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of an optoelectronic implant for bladder dysfunction in rodent models Collect and analyse electrophysiological and behavioural data Histologically evaluate tissue following chronic implantation Work independently and as
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physicists to translate physical layer constraints into efficient C/C++ control firmware. Evaluation: Benchmark the system against standard IP fabrics and publish results in top-tier conferences (SIGCOMM, NSDI
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material supply-chains. Develop comprehensive digital assessment methods to evaluate whole-life material flows and their associated impact across sectors to inform policy and practice. Engineer whole-life