Discovering novel approaches to robust machine learning and visualization for banking applications

The overall objective of this project is to develop approaches to improve rating robustness that are distributionally robust. We will develop techniques to utilize ensemble learning machine learning models with categorical monotonic constraints. Lastly, we will develop novel data visualization tools for business intelligence tasks that will help decision makers at Scotia Bank.

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Biocrust Propagation and Transplantation on Mine Tailings and Overburden Substrates for Mine Reclamation

This project aims to develop propagation techniques of biocrust species for mine reclamation. Biocrust -which is the community of mosses, lichens, algae, and cyanobacteria-, protects the soil surface from erosive forces, restore nutrient cycling, sequester atmospheric carbon and retains water in its matrix. Its establishment on reclamation sites is therefore very desirable. However, due to […]

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Developing a surrogate marker to asthmatic tissue: the nasal cavity

Our research proposal will explore the unified airway theory and determine whether the sinuses express biological similarities to the lungs in participants who only clinically present with Chronic Rhinosinusitis (CRS)or asthma and not with both diseases. The unified airway theory suggests that the lower (lungs) and upper (sinuses) airways are intrinsically connected and function together […]

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Disseminating Evidence-Based Preventive Interventions to Promote Wellness and Mental Health in Children and Youth: A Collaborative Approach

As mental health services are increasingly overwhelmed, there is a need for a more upstream, public health, focus on prevention of these concerns. Preventive interventions target the risk (e.g., bullying, family and dating violence, problem behaviors) and protective factors (e.g., social emotional learning, stress management, family, and school connections) that can undermine child and youth […]

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Optimizing logistics of logging debris supply for bioenergy production

Logging operations in British Columbia produce an estimated 15.5 megatonnes per year (MT/yr) (oven dry basis) of forest residues. Traditionally this logging slash has been piled and burnt on site. Due to the rising concerns around climate change and increasing demand for energy, these harvest residuals are becoming a desirable fuel source for sustainable bioenergy […]

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Quantifying diaphragm perfusion in humans: A novel application of contrast-enhanced ultrasound

As oxygen demand increases (e.g., exercise), the availability of oxygen decreases (e.g., high altitude) or cardiopulmonary function is impaired (e.g., respiratory disease), our cardiopulmonary system works at a greater percentage of its maximal capacity to supply oxygenated blood to tissues. Currently, there is no reliable way of determining the blood flow to the respiratory muscles. […]

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Towards the Commercialization of Perovskite Solar Cells

The project aims to design and fabricate high-performance perovskite solar cells for commercialization. Suitable fabrication methods will be employed for preparing perovskite solar cell samples in large-scale while characterizing both perovskite films and devices by utilizing a myriad of techniques. The characterization methods will provide better insight and invaluable date of the operation of perovskites […]

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Digital Aviation Records System (DARS) Project

This proposal is to conduct applied research to support the development and implementation of the Digital Aviation Records System (DARS). The goal of DARS is to digitally transform aviation operational support systems. Despite the advanced technology on the flight deck and the innovative engineering that is used in modern aircraft, the operational support systems (the […]

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Testing of a MEMS gravimeter on a drone over the Mt Meager volcanic complex

Gravimetry is an important geophysical method for remote sensing of sub-surface geological structures and systems via detection of mass and/or density changes. Applications are both academic and industrial. Currently, gravimetry surveys are carried out using sensors that are very sensitive, but also heavy and expensive. Both specifications make gravimetric studies expensive and practically very difficult, […]

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Evaluating water temperature forecasting models used to predict Fraser River sockeye salmon migration mortality

I will be working as an intern with Vynx Design Inc. generating temperature forecasts that will aid decision making for salmon fisheries managers. My research will focus on improving the accuracy and effectiveness of short-term temperature forecasts as well as enhancing the understanding of the relationship between river conditions and mortality. I will use both […]

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Evaluation of smart microcarriers for high-density culture and enzyme-free harvesting of primary dermal sheath cells and fibroblasts

RepliCel is a regenerative medicine company that develops autologous cell therapies to treat chronic tendinosis, UV-damaged or aged skin, and pattern baldness. The cells in this technology are isolated from skin biopsies obtained from patients. However, because of limited available tissue samples, RepliCel seeks novel technologies to improve their cell culture process, which is currently […]

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