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DNA or RNA motif discovery is a popular biological method to identify over-represented DNA or RNA sequences in next generation sequencing experiments. These motifs represent the binding site of transcription factors or RNA-binding proteins. DNA or RNA binding sites are often variable. However,...
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In NeuroDistSys (NDS): Optimized Distributed Training and Inference on Large-Scale Distributed Systems, we aim to design and implement cutting-edge techniques to optimize the training and inference
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of Machine Learning as the problem of approximating function f from the pair of measurements (x,y), and Optimization as the problem of finding the value of input x that maximizes the output y given
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In this project we are interested in exploring new paradigms for solving Combinatorial Optimisation problems, and generally NP-hard ones. One direction of research could consist in using
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research often overlooks the complexities of mixed-vehicle environments, and the development of optimal deployment, routing, and charging strategies. This project aims to address these gaps by optimising
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maintenance on instruments for optimal performance. General Assist, support and maintain in the day-to-day activities and operations of the centre/team/facility (e.g., booking system and client engagement
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analytics team to ensure system optimization and data accuracy and integrity. About you Postgraduate qualifications in a relevant field or an equivalent combination of training and experience Proven
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shaping and implementing comprehensive library plans, policies, and budget strategies to ensure alignment with organizational goals and optimal resource allocation. As Associate Director, Content and
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Explore the asymptotic behavior of MML estimators, including consistency, convergence rates, and their connection to information geometry. Investigate how the optimal data space partitioning relates
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investigation. This project will develop a software model of a synchrotron and/or XFEL beamline using platforms such as SimEx-Lite to simulate key optical features and explore optimal alignment of beamline