A feasibility study for electron-muon correlations at ALICE by Nathanson, Nina

“…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 by Marepula, Hlumelo

“…The simulation also predicted the potential yield and purity of the urea product. …”
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A machine learning framework for security forecasting and trading by Van Schalkwyk, Philip

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Synthesis and applications of aminated biopolymers by Phillips, Thaakirah

“…A simple, green and sustainable synthetic method was sought as an improvement to prior methods using hazardous reagents and producing immense amounts of waste. …”
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DFT insight into the oxygen reduction reaction (ORR) on the Pt₃Co(111) surface by Matsutsu, Molefi

“…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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Navigating the Rules: Integrating TD3 and Sensor Fusion for Traffic-Aware Autonomous Vehicle Path Planning by Elsayed, Mahmoud Ayman Mohamed

“…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 by Oladejo, Sunday Oladayo

“…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

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Automated machine learning driven quality of service management in resource-constrained software defined networks by White, Keegan

“…The deep learning models utilised by the framework are trained on data gathered from a community network and extensively tested in online network simulations. …”
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Machine Learning for Radio Frequency Interference Flagging by Harrison, Kyle

“…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 by Kimathi, Peter Opiyo

“…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 by Johnson, Clare

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Null Synthesis and Implementation of Cylindrical Microstrip Patch Arrays

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Design and evaluation of brushless doubly-fed electric machines by Botha, Stefan

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Characterising the electromagnetic environment of MeerKAT by Phiri, Temwani Joshua

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A novel control mechanism for hybrid 5-level DC-DC converter for higher switching frequency and lower voltage ripple by Mazloum, Mohamed Samir

“…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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Developing a compressed air benchmark approach to be used as a metric to identify ventilation shortfalls by Van Gruting, Ulrich

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Fault-tolerant NCSs with video sensors by Ahmed, Hadeer

“…Simulations clearly indicated zero packet loss and no over-delayed packets. …”
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Multi-h synchronisation for codes with long constraints-length by Nel, Eugéne Johannes

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Generalized time-frequency representations and their application to quantum control by Smit, Andre Marius

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