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From high-speed superconducting devices to nanosensors
Published 2017Get full text
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An investigation into the qualities of new and field aged cycloaliphatic epoxide insulation in the Republic of South Africa
Published 2012Get full text
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A feasibility study for electron-muon correlations at ALICE
Published 2025“…The e-μ channel would provide a much cleaner/low background signal than other currently-utilized probing methods, but it is statistics-limited, a re-striction which is of increased concern at ALICE due to the detector's geometry. …”
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Investigating the feasibility of recovering urea from human urine
Published 2022“…The simulation also predicted the potential yield and purity of the urea product. …”
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DFT insight into the oxygen reduction reaction (ORR) on the Pt₃Co(111) surface
Published 2016“…The calculations have been performed using the plane wave based code, the Vienna ab-initio Simulation Package (VASP). DFT spin-polarized calculations, utilizing the GGA-PW91 functional, have been used to study the adsorption of the ORR intermediates, viz. …”
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The role of concentrating solar power in a South African large scale renewable energy scenario
Published 2022“…This thesis investigates a hypothetical large scale renewable energy system for South Africa over the long term future using 2050 as a nominal year of analysis. Simulation modeling was used to assess the integration of three renewable energy technologies, which are currently being installed at utility scales in South Africa, at much higher penetrations. …”
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Navigating the Rules: Integrating TD3 and Sensor Fusion for Traffic-Aware Autonomous Vehicle Path Planning
Published 2024“…This combined approach aims to overcome limitations associated with individual techniques, such as long training time for DRL and lack of generalizability of supervised learning methods. Results from the CARLA simulations demonstrated the effectiveness of the proposed method and sensor fusion in obstacle detection and navigation precision. …”
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Efficient radio resource management for the fifth generation slice networks
Published 2022“…Besides, neither stochastic geometry nor a three-level hierarchical business model schemes have been employed to model the global energy efficiency of the 5G slice network in the literature, making it the first time such method will be applied to 5G slice network. With rigorous numerical simulations based on Monte-Carlo numerical simulation technique, the performance of the proposed algorithms and schemes was evaluated to show their adaptability, efficiency and robustness for a 5G slice network.…”
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Essays on determinants spillovers and predictability of the South African stock returns
Published 2013Get full text
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Machine Learning for Radio Frequency Interference Flagging
Published 2021“…This work explores the application of supervised machine learning algorithms for RFI flagging, trained on real measurement data and simulated data with simulated RFI. The goal of this work is to investigate the prediction of RFI using specific machine learning algorithms; Naive Bayes Classifier, K-Nearest Neighbours Classifier, Random Forest Classifier, the U-Net convolution neural network and the Multilayer Perceptron. …”
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Leveraging genotypes imputation and polygenic risk scores in malaria susceptibility
Published 2020“…Methodology We evaluated the performance of five popular genotypes imputation methods (IMPUTE4, minimac 4, IMPUTE2, minimac3 and BEAGLE4) using case control datasets that mimics African populations, European populations and the admixed populations simulated with FractalSIM. …”
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Valuing risky income streams in incomplete markets
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A machine learning framework for security forecasting and trading
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Design and evaluation of brushless doubly-fed electric machines
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A novel control mechanism for hybrid 5-level DC-DC converter for higher switching frequency and lower voltage ripple
Published 2017“…Simulations as well as a test circuit are used to illustrate the proper control functionality, with tabulated results that showcase the efficiency advantage over prior control methods as well as the buck and 3-level hybrid converters.…”
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Fault-tolerant NCSs with video sensors
Published 2019“…Simulations clearly indicated zero packet loss and no over-delayed packets. …”
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Generalized time-frequency representations and their application to quantum control
Published 2015Get full text
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Classification of synthesised ISAR images of small complex targets
Published 2023Get full text
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