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Calibrating the Hurst Parameter for Rough Volatility Models with Application in the South African Market
Published 2023“…It is known that accurate and efficient calibration of any fractional stochastic volatility model is important for trading and risk management purposes. …”
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Application of probabilistic deep learning models to simulate thermal power plant processes
Published 2023“…The resultant time-series ACC model achieved an average error of 3.14 kPa, which translate into a model accuracy of 82%.…”
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Speciation and phylogeography: coalescent-based models applied to the Cape plant genus Pauridia
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Speciation and phylogeography: coalescent-based models applied to the Cape plant genus Pauridia
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Modelling first innings totals in T20 cricket: applications in the Indian Premier League
Published 2024“…The model can also be trained and used on other limited-over tournaments, including one-day matches.…”
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Proteomics of physiologically relevant stresses on model mycobacterium tuberculosis organisms, and the effects on virulence
Published 2024“…We also performed LC-MS/MS based proteomics to probe the temporal host response to Mycobacterial infection, using murine macrophage cell models of both circulating and alveolar macrophages. …”
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Developing a ball mill model that incorporates grate and overflow discharge configurations
Published 2024“…The model was later sub-developed into two models each specific to the discharge configuration type, the grate and overflow. …”
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Modelling the long-and-short run dynamics of share price movements in the resource sector
Published 2024“…Models were constructed for IMPLATS, HARMONY, GOLDFIELDS, SASOL and SAPP!. …”
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A study of the thermal degradation of model compounds of amine-cured epoxide resins
Published 2024“…The effect of the presence of alumina, which b.as been used as a filler for epoxide resins, on the thermal stability uf the model compounds has been examined. The possibility that the degradation of model compounds may be used as a synthetic route to benzofuran has been investigated.…”
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Molecular modeling studies of carbohydrate vaccine antigens: informing the future of vaccine design
Published 2025“…As computational power continues to grow, the cost and time associated with modeling may decrease, further enhancing the accessibility of this methodology for future vaccine development endeavors.…”
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Application of the Lagrangian descriptors method to Hamiltonian systems with emphasis to models of barred galaxies
Published 2025“…We first study a Hamiltonian system of galactic type to highlight normally hyperbolic invariant manifolds (NHIMs), examining the impact of different pattern speeds and energy levels on the NHIMs' structure and determine how these features influence orbital morphologies seen in the model's configuration space. Thereafter, we apply the LDs method to a dynamical system whose evolution is governed by fractional ordinary differential equations (FDEs) and showcase the utility of this method in qualitatively revealing phase space structures for systems described by FDEs. …”
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Towards Integrated Business and Partnership Models for Universal Energy Access in Kenya and Rwanda
Published 2025“…Integrated electrification models have garnered significant attention in the energy access discourse as an essential element of achieving universal access to electricity. …”
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Population pharmacokinetic modelling to optimise treatment for children with Rifampicin-resistant TB and HIV
Published 2025“…Population pharmacokinetic modelling, the state-of-the art technique to interpret pharmacological data, can play a pivotal role for therapeutic optimization in children, since it enables characterisation and inclusion of the effects of important developmental factors, thus allowing for determination and evaluation of effective yet safe RR/MDR treatment in children.…”
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Domestic wheat demand in a deregulated environment: modeling the importance of quality characteristics
Published 2025“…Thus, a demand orientated cost minimising non-linear programming model (Input Characteristic Model) is developed which evaluates the demand for different wheat sources as a function of their quality characteristic levels, characteristic variances and prices. …”
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A population dynamics model for analysing the effect of rainfall seasonality on vegetation in the Karoo
Published 2025“…The population growth is modelled using state-space models, incorporating both an ecological process model and an observation model. …”
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Quantifying polyphosphate energy for modelling of polyphosphate accumulating organisms behaviour in anaerobic digestors
Published 2025“…The findings support more accurate modeling approaches and highlight the importance of considering energy transfer mechanisms in linked AS-AD systems.…”
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Latent class modelling of respiratory outcomes in a South African birth cohort
Published 2025Subjects: “…latent class mixed effect models (LCMM)…”
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A comparative analysis of machine learning models for forecasting JSE Stock Returns
Published 2026“…This study examines the application of machine learning models to predict the cross-section of Johannesburg Stock Exchange (JSE)- listed share returns. …”
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Mixed-ligand diruthenium complexes: theoretical modelling and interpretation of electronic absorption spectra
Published 2026“…This study therefore investigates the characteristics of Ru₂(μ-O₂CCH₃)₃(μ-2-Fap)X complexes using time-dependent density functional theory (TD-DFT) calculations that utilize the PBE/LANL2DZ level of theory and an Integral Equation Formalism Polarizable Continuum (IEF-PCM) solvent model using water, DCM and DMSO. Calculation of natural transition orbitals (NTOs) and spectrum deconvolution methods have aided in characterizing the electronic transitions of the prominent UV band at 250-350 nm as a combination of δ(Ru₂) → π*(Np,C), π(Cl) → π*(Cp,Np) and π(Cl) → π*(Cₐ) transitions, where the subscript “a” and “p” represents the aniline and pyridine moieties, respectively. …”
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Assessing GridSim for modeling the global distribution of next-generation astronomy data
Published 2026“…The implementation of the proposed design for an ECOFEN model extension in GridSim is a project for future work after one unsuccessful attempt to implement the model in GridSim. …”
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