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PySUNDIALS : Providing python bindings to a robust suite of mathematical tools for computational systems biology
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The development of a dynamic engine-testing facility
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Systems approach in developing a model for sustainable production of bioenergy in Malawi
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The identification and application of common principal components
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Numerical optimisation and theoretical analysis of complex microchannel heat exchangers
Published 2025“…These designs were then integrated into the computational domain and subjected to cooling using both water and an air stream. …”
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Resources Based Planning Framework for Infrastructure Maintenance and Rehabilitation Projects
Published 2023“…To address this need, this research presents a resources-based planning framework for infrastructure maintenance and rehabilitation scattered projects with the objective of enhancing resources utilization achieving time and cost savings associated with the economy of scale of these projects. …”
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On-Chip Nanoscale Plasmonic Optical Modulators
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SiGe based multiple-phase VCO operating for mm-wave frequencies
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An interactive construction deployment planning model for the SKA project
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Joint radio resource management in heterogeneous wireless networks
Published 2023“…Designing a good joint radio resource management (JRRM) scheme for a heterogeneous wireless network is part of the integration challenges. The design goal of a JRRM is optimising the trade-off between resource utilisation, quality of service provisioning, fairness, and simplicity of design, amongst others. …”
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Enhanced bioethanol fermentation from mixed xylose and glucose using free and immobilized cultures: mathematical model and experimental observation
Published 2019“…The obtained results showed better agreement between industrial data and kinetic model (1% differences) than a stoichiometric model (9% differences). The simulation showed that ACM integrated into Aspen Plus allowed for complex biological processes to be accurately predicted for biomass growth, ethanol production and sugar consumption. …”
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Spatial model for the management of a system of infrastructure facilities
Published 2014“…Finally, a Hurwics Criterion model that enhanced the previous models by integrating a level of optimisms to reflect realistic scenarios in which the worst case would not necessarily occur. …”
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The fundamental limits of recycling : from minerals processing to computer aided design of automobiles and other consumer goods
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Decentralized algorithm of dynamic task allocation for a swarm of homogeneous robots
Published 2017“…This hybrid approach is based on both the Simulated Annealing (SA) optimization technique combined with the Discrete Particle Swarm Optimization (DPSO) technique. …”
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A new connectivity strategy for wireless mesh networks using dynamic spectrum access
Published 2021“…Drawing on the experimental results and insight gained, the study builds criteria towards a mechanism for auto selection of the optimal link option. Overall, this study is anticipated to serve as a springboard to stimulate the adoption and integration of DSA in WMNs, and further development in multi-link utilisation strategies to increase capacity. …”
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Predictive Maintenance: Leveraging Hybrid LSTM-CNN Architectures for Enhanced Performance
Published 2025“…In conclusion, the thesis establishes that hybrid CNN-LSTM models, especially in parallel configuration, offer a robust and scalable solution for predictive maintenance. The integration of optimization techniques further refines performance on simpler datasets, while architecture remains the critical factor for success in complex environments. …”
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