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A comparative study between the cubic spline and b-spline interpolation methods in free energy calculations
Published 2020“…Numerical methods are essential in computational science, as analytic calculations for large datasets are impractical. …”
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Multi-objective parallelization of efficient global optimization
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Solving the buffer allocation problem using simulation-based optimisation
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The junior South African individual scale as predictor of scholastic achievement at Sub A, Sub B & Std One levels
Published 2016“…Pearson correlations were calculated between the Global, Verbal Performance and Numerical Scales and each of the subtests on the one hand, and selected school subjects and a computed average of the subjects on the other. The JSAIS scales and subtests were regressed on the computed averages for each standard. …”
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Cluster graph representations of low-density parity-check codes including non-stationary channel noise estimation
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A study of the constitution of Grade 8 mathematics within the context of the Revised National Curriculum Statement in five Western Cape schools
Published 2015“…In my analysis I present an account of the computational activity of teachers and their learners and the regulation of mathematical activity in fifteen Grade 8 mathematics lessons. …”
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Lightweight Mapping of Unstructured Environments
Published 2024“…We present a computationally, size and cost-lightweight monocular reconstruction pipeline that produces high-quality reconstructions in an unstructured agricultural environment consisting of orchards and vineyards. …”
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Valuing American Asian Options with Least Squares Monte Carlo and Low Discrepancy Sequences
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Simulation of fluid suspended particle behaviour subject to transverse standing acoustic fields
Published 2015“…Acoustic deflection efficiency was measured as that time or particle vertical travel length required, coinciding with a lateral deflection to within 1.5 mm of an adjacent nodal plane. From a computational point of interest acoustic force dependencies and trends were qualitatively evaluated for consistency with theoretic equations and published literature…”
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Efficient Decoding of High-order Hidden Markov Models
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Fast accurate diphone-based phoneme recognition
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The shape optimisation of compliant structures to produce a desired snap-through load-placement path
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Design and Implementation of a Risc-V Based LoRa Module
Published 2024“…The resulting prototype can therefore be used as a peripheral for existing systems that may require additional compute power and IoT connectivity. The performance of the prototype is evaluated in various applicable outdoor and indoor scenarios and is observed to have comparative results with industry standard modules.…”
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Recurrent neural network language models in the context of under-resourced South African languages
Published 2019“…Over the past five years neural network models have been successful across a range of computational linguistic tasks. However, these triumphs have been concentrated in languages with significant resources such as large datasets. …”
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The use of stochastic collocation for sampling from expensive distributions with applications in finance
Published 2016“…These are distributions with inverse cumulative distribution functions that are difficult to evaluate, thus requiring significant computation time. …”
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Transport coefficients in quantum chromodynamics
Published 2016“…Most authors use the relaxation time approximation of the Boltzmann equation to compute the transport coefficients, but this method has shortcomings in mixtures. …”
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Recursive marginal quantization: extensions and applications in finance
Published 2018“…Numerical evidence is provided of the improved weak-order convergence and computational efficiency for the geometric Brownian motion and constant elasticity of variance models by pricing European, Bermudan and barrier options. …”
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Analysis of the dynamic behaviour of the hangingwall beam during a seismic event
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Using Siamese neural networks to identify individual animals
Published 2023“…All quoted results are evaluated on an unseen test dataset.…”
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