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ROLAND : a tool for the realistic optimisation of local access network design
Published 2014Get full text
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A Volume of Fluid (VoF) based all-mach HLLC Solver for Multi-Phase Compressible Flow with Surface-Tension
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3D Scan Campaign Classification with Representative Training Scan Selection
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Acceleration of the noise suppression component of the DUCHAMP source-finder
Published 2015“…Although this work focuses on 'desktop' hardware, the majority of the improvements developed are general enough to be used within other high performance computing models. …”
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Spline wavelet image coding and synthesis for a VLSI based difference engine
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Developing locally relevant applications for rural South Africa : a telemedicine example
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Accelerated coplanar facet radio synthesis imaging
Published 2016“…When imaging over wider fields of view, and in particular using telescope arrays with long non-East-West components, significant distortions are introduced in the computed image. …”
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Leveraging big data resources and data integration in biology: applying computational systems analyses and machine learning to gain insights into the biology of cancers
Published 2021“…We aim to facilitate a multi-scale understanding of these high-dimensional biological data and the complexity of the relationships between the different data types taken from human tumours. …”
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Evaluating convolutional neural networks and transformer architectures for image-based prediction of protein localization in eukaryotic cells
Published 2026“…The aim of this study is to comparatively evaluate convolutional neural network (CNN) architectures and Transformer- based models for the multi-label classification of protein subcellular localization in eukaryotic cells, using large-scale immunofluorescence image datasets. …”
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Modelling of mass transfer operations with artificial neural networks
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Simulation-based optimisation of public transport networks
Published 2020“…Automated Fare Collection (AFC) data from the MyCiTi BRT was used to create this plan. Lastly, the NSGA-II is used to search for an efficient set of network solutions, also known as a Pareto set or a non-dominated set in the context of Multi-objective Optimisation (MOO). …”
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Evaluation of vision-based robot control configurations for reconfigurable assembly
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Parallel Monte-Carlo tree search in distributed environments
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Evaluating a human-machine student intervention framework in higher education from legacy data
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Sensitivity analysis of multilayer neural networks
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A Computational Study of CoCrFeNiTi High Entropy Alloys: Phase Diagrams, Thermodynamics, and Mechanical Properties from CALPHAD and First Principles
Published 2021“…High entropy alloys (HEAs) are multi-component alloys, which are often defined as those consisting of at least 5 principal elements with concentrations ranging between 5 and 35 atomic weight percent (at.%). …”
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