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Spring 2024
Modern industries are increasingly embracing complex, large-scale processes with interconnected units for their economic benefits. The increasing scale of industrial processes and the complexity of unit interactions substantially complicate the development of advanced process control systems....
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Exploring the Role of ADAM17 in Vascular Smooth Muscle Cells and Macrophages Within the Atherosclerotic Plaque
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Atherosclerosis, characterized by arterial fat deposits, is the root cause of many cardiovascular diseases. Plaque deposition results from a series of events initiated by elevated plasma cholesterol, inflammation of the arterial wall, cholesterol uptake, macrophage-derived foam cell formation,...
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Spring 2024
In machine learning and data mining, outliers—data points significantly differing from the majority—often pose challenges by introducing irrelevant information. Unsupervised methods are often used for detecting them as the information about outliers is unknown. Global-Local Outlier Scores based...
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Spring 2024
The burgeoning demand for advancements in space technology and the relentless pursuit of exploring uncharted celestial frontiers necessitate a comprehensive grasp of the multifaceted aspects underpinning the sustainability of space missions. In this context, additive manufacturing (AM) has...
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Spring 2024
Reinforcement learning (RL) has shown great promise in sequential decision-making tasks. However, one of the significant challenges RL faces is poor sample efficiency, which restricts its applicability in many real-world scenarios. Addressing this challenge has the potential to expand the reach...
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Spring 2024
In this thesis, we present approximation schemes for the airport and railway problem (AR) on several classes of graphs. The AR problem, introduced by Adamaszek et al., is a combination of the capacitated facility location problem (CFL) and the network design problem. An AR instance comprises a...
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Understanding the Changes in Positive and Negative Sentiments in the Discourse of the COVID-19 Pandemic in Alberta
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The severe acute respiratory syndrome caused by the SARS coronavirus was declared a pandemic in March 2020 by the World Health Organisation. Alberta as other provinces and countries had to face the challenge of fighting this syndrome that caused what is commonly known as the COVID-19 pandemic....
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Explorative Investigation into the Thermal and Mechanical Properties of 2D Tubular Braided Composites with an outlook on the future of Green Composites
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Due to their tailorable mechanical and physical properties, 2D tubular braided composites (TBCs) have many potential applications in fields including aerospace, construction and medicine. Over the past 70 years, many studies have thoroughly investigated several aspects of braided composites...
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Stochastic Energy Management of Sustainable Wastewater Treatment Plants in Smart Distribution Systems
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Wastewater treatment plants (WWTPs), in their current state, appear to be significant energy-consuming entities, harboring enormous but neglected potential for energy production. When proper energy management is applied, they are critical for enhancing the efficiency, sustainability, and...
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Improving Utilization of Ir-Based Catalyst Layers in Proton Exchange Membrane Water Electrolyzers
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In order to store large quantities of intermittent renewable energy, proton exchange membrane water electrolyzers (PEMWE) can be used to produce hydrogen which can then be used in a fuel cells to retrieve the energy. One limitation of PEMWE is that the catalysts used, commonly platinum and...