Low Dose Computed Tomography Denoising Using Deep Learning

CT (Computed Tomography) scans are widely used medical images used to diagnose disease such as cancer. CT Scanners pass x-rays through the body in order to generate cross-sectional images. Unfortunately pro-longed exposure to radiation (via x-rays) can damage the body, and thus one aims to minimize the x-ray dose they receive. However, modern CT scanners […]

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Quantitative Security Metrics in 5G Environment

The advent of 5G (fifth generation) telecommunication networks also brings new security challenges, in addition to many benefits to the community. Such is exemplified by its special nature of technology (as well as the new business model) and its deep involvement in people’s everyday life, hence more critical. We need proper security metrics to tell […]

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E-tailing Servicescape Features and E-shopping Satisfaction among Older Customers: A Multi-Country Comparison

Ageing is a global phenomenon, which presents challenges and opportunities for many nations, including Canada, China, and Germany, the foci of the study. In addition to the impact on pensions, health care, the labour market, consumer trends, and social services, the greying population also has far-reaching implications for businesses. As the population ages, changes in […]

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Thermal design of electric wheel integrated with hybrid battery pack

This project will integrate normal temperature battery (NTB) that is cheap but only can discharge above-20?, and low temperature battery (LTB) that is expensive but can work at -40? into an insulated housing with a smart hybrid battery management system. And a heat pipe with design trigger temperature will be integrated to the housing to […]

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Development of Optical Fiber Sensing Devices for Strain Measurementin Rotational Components

Rotational components (e.g., shafts) are key parts of machinery equipment in automotive, aerospace, energy production, etc industries. These components are continuously monitored for structural sensing and failure diagnostics by attaching sensing devices on them. This project aims to implement optical fiber sensors for strain sensing in rotational components. The available technologies for strain measurement in […]

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Imaging the Shallow Shear Wave Velocity Structure of the Northern Cascadia Subduction Zone via Compliance Signals Recorded by Ocean-Bottom Seismometers

The Cascadia subduction zone, which extends along a significant portion of western North America from northern California to southern British Columbia, has the potential to produce large devastating earthquakes and tsunamis. Therefore, better understanding the complex structure of the Cascadia subduction zone is paramount to accurately assessing the seismic and tsunamigenic hazard it poses to […]

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Reinforcement Learning for Predictive Sports Analytics

Our project develops novel machine learning algorithms for interpreting complex, multi-agent scenarios in sports analytics. The collaboration with our industrial partner SPORTLOGiQ will tackle open problems in deep reinforcement learning to build novel capabilities in sports analytics for ice hockey. Deep reinforcement learning is a breakthrough technology with prominent successes in games such as Go […]

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Sustainable Engineering Design Audit

The Sustainable Engineering Design Audit (SEDA) score is to be designed to evaluate environmental impact on the balance sheet alongside the bottom line. The ability to evaluate environmental use alongside financial decisions will increase green practices and pro-environmental behaviour. The score will use appropriate Life Cycle Analysis (LCA) boundaries through a cradle-to-grave analysis and examine […]

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Exploring applications of Machine Learning and Quantum Computing in optimization, finance, and the healthcare industry

MITACS interns at 1QBit will aid in the research and development of experimental usage of quantum and classical hardware devices for industry use including, healthcare, finance, advanced materials, and optimization. Interns will have the opportunity to work alongside academics and research teams. MITACS interns will gain the practical experience of applying their knowledge for industry […]

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Comprehensive Study of Tri-generation System based on ClimatwWellTechnology for Canadian Residential Homes

A feasibility study will be conducted for a proposed tri-generation (generation of heat, electricity and cooling) using a Stirling engine and a ClimateWell heat activated chiller. The Stirling engine will provide simultaneous heat and electricity from burning natural gas. The heat from the engine will be transferred to either space heating, domestic hot water heating, […]

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Fabrication of Bifacial Silicon Heterojunction Solar Cells Optimized for the Arctic

Replacement of fossil fuels with solar photovoltaic technology is an effective way to mitigate global greenhouse gas emissions. While solar panel deployments are considered most productive for regions of lower latitude and high sunlight hours, they can also be of great benefit in northern communities where use of fossil fuel has a disproportionally high impact, […]

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Developing ‘all-natural’ approaches to food-grade Malic acid production

Malic acid is a naturally-occurring chemical found in fruits such as blueberries, apples, cherries and grapes. Malic acid gives food a sour or tart taste. Because of this, it is an important food additive used to balance sweetness or salt. Examples of industrial malic acid use in snack foods are sour gummy candies and flavoured […]

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