Extractive Text Summarization on Single Documents Using Deep Learning by Mohamed, Shehab Mostafa Abdel-Salam

“…The objective of this thesis is to study the performance of deep learning-based models on text summarization through a series of experiments, and propose “SqueezeBERTSum”, a trained summarization model fine-tuned with the SqueezeBERT encoder which achieved competitive ROUGE scores retaining original BERT model’s performance by 98% with ~49% fewer trainable parameters.…”
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Determining preferred substation configurations based on reliability and cost by Van der Merwe, Johanette

“…The approach was programmed into an MS Excel model and this model was used to compare the 432 different substation configurations for each of the 720 different design criteria and 18 different customer damage functions, i.e. repeating the comparison of the 432 different substations 12 960 times. …”
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Cervico-mandibular muscle activity in females with chronic cervical pain a descriptive, cross-sectional, correctional study by Lang, Patricia

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Exploring the construct validity and reliability of the English Comprehension Test

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The impact of increased grid resolution on the mixed layer depth variability in the South Atlantic Ocean and Southern Ocean by Williams, Tania Carol

“…The inter-annual simulations both use the same forcing which allow for a comparison study between the two models. Both the nested and standalone model are able to capture the large scale oceanographic features in the domain. …”
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The effect of steam generator tube plugging on its overall thermal performance - A Systems CFD-Based Study by Ntuli, Japhet Mkhipheni Ali

“…For this purpose, the systems computational fluid dynamics (CFD) software Flownex® was used. First, a Flownex® model of the steam generator was developed and validated via comparison of the results to a validated model from the literature. …”
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Hadronic gas description of relativistic heavy ion collisions incorporating exact conservation of quantum numbers by Muronga, Azwinndini

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The developmental influence of collaborative games in the Grade 6 mathematics classroom

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Optimal sizing and operation of pumping systems to achieve energy efficiency and load shifting

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Design and development of a thermal rock bed storage experimental facility by Erasmus, Stephanus Johannes

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An efficient three-dimensional database driven approach for multi scale homogenization by Jarratt, Nicholas

“…The two-scale homogenization theory, commonly known as the FE2 method, is a well-established technique used to model structures made of heterogeneous materials. …”
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Using deep learning to classify community network traffic by Matowe, Chiratidzo

“…The results show that DL models tend to generalise better with the dataset in comparison to ML. …”
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The design and implementation of a simulator for multistatic radar systems by Brooker, Marc

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Multiscale image representation in deep learning

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Integrated Project Delivery (IPD): A Contractual Framework for the Egyptian Construction Industry by Hussain, Sarah

“…This abstract highlight the significant findings and contributions of the study, which aimed to develop model clauses specifically tailored to the Egyptian construction industry for multi-party construction contracts. …”
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Reviewing risk management tools for construction projects and the implementation of project management strategies by Lungu, Able Benson

“…This is regardless of the project phase in which such challenges manifest as there is no preferred model capable of resolving much more than one setback at any given time in comparison with the strategy recommended by this study, which may also be applicable to other sites where similar dynamics exist. …”
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Multi-objective optimisation under deep uncertainty by Shavazipour, Babooshka

“…Obviously, using the three-stage structure in comparison with the two-stage approach brings more complexity and calculations to the models. …”
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Numerical performance evaluation of a delugeable flat bare tube air-cooled steam condenser bundle by Angula, Ester

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’n Vergelyking van die weerstandparameters tussen EN 1992‑1‑1 en TMH7 deur ’n waarskynlikheidsanalise vir die ontwerp van spanbetonbrûe in Suid‑Afrika by Joubert, Francois Johannes

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