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Time series forecasting using neural networks without recurrent connections
Published 2025Subjects: “…Prediction theory -- Mathematical models…”
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Mapping the learning trajectories of physical sciences teachers' topic specific knowledge for teaching chemical bonding
Published 2017“…A measuring instrument for topic specific knowledge for teaching chemical bonding was designed and validated using the Rasch measurement model. …”
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Biologically motivated reinforcement learning in spiking neural networks
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Optimizing COVID-19 control measures using multi-objective deep reinforcement learning
Published 2024“…The goal of this study is to improve COVID-19 control measures through the use of multi-objective deep re- inforcement learning techniques. The results of two case studies, one using a Pareto conditioned network on COVID-19 data from Belgium and the other using a Deep Q-Network, Goal-DQN, and Non-dominated Sorting Genetic Algorithm (NSGA-II) on COVID-19 data from France, are evaluated using both binomial (Stochastic) and Ordinary Differen- tial Equation mathematical models. …”
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Informing the facilitation of Mathematics in the senior phase using Herrmann’s Whole Brain® theory
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Modelling multi-species co-occurrence patterns and processes
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Modelling malaria and sickle cell gene
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Modeling Compact Objects with Effective Field Theory
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Fluid and gas models in FLRW and almost FLRW universes
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Mathematical models of coreceptor usage and a dendritic cell-based vaccine during HIV-1 infection
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Computational and analytical methods for constructing a multilevel model for human glucose metabolism
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On the feasibility of Moodle use to assist deaf and hard of hearing Grade 9 learners with mathematics problem-solving
Published 2015“…The course was designed along the lines of a constructivist pedagogical model, different levels of learning as well as including multi representational features. …”
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A deep learning approach to landmark detection in tsetse fly wing images
Published 2021Subjects: “…Tsetse fly populations -- Mathematical models…”
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Intracellular and immune-response delays effects on the interation between tumor cells, oncolytic viruses and the immune system
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Network dynamics of the cytoskeleton: chains with cross-linking
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Investigating the use of copulas to improve the multi-objective optimisation cross-entropy method algorithm
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The use of formative assessment to teach writing skills to English First Additional Language learners
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Chaotic behavior and energy polarisation in flatband lattice models
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Algorithmic component and system reliability analysis of truss structures
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