Pollinator Steward Certification Program

The role of the intern will be assisting with the development, implementation, and evaluation of the Pollinator Steward Certification program in the Province of Ontario. In addition, research undertaken by the intern will seek to assess alignment of stewardship training with expected certification outcomes and current evidence of good practice as well as develop a […]

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Link Prediction on Knowledge Graphs with Graph Neural Networks

Knowledge graphs store facts using relations between pairs of entities. In this work, we address the question of link prediction in knowledge graphs. Our general approach broadly follows neighborhood aggregation schemes such as that of Graph Convolutional Networks (GCN), which in turn was motivated by spectral graph convolutions. Our proposed model will aggregate information from […]

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Microfluidic-based Detection of Chlorine for Future Early Warning of Water Quality Deterioration in Distribution System

Quality of drinking water is important to our health and well-being. Water quality monitoring outside the laboratory aims to obtain qualitative information on the physical, chemical, and biological characteristics of a water body. The traditional method of taking samples periodically is not only a cost intensive process, but one that takes snap shots only, with […]

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A study on soil-pipe interaction: effects of slope grade

Transmission pipelines are the most popular and widely used medium to transport hydrocarbons (e.g., oil and gas) over long distances. Pipelines might pass through various geological and topographic conditions and therefore, pipeline routing is a critical component for successful design and regulatory approval. Due to the environmental and safety concerns or constraints imposed by the […]

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Investigation of the solubility and tissue distribution of cannabinoids

Delta-9-tetrahydrocannabinol (THC) and cannabidiol (CBD), two main phytocannabinoids from cannabis, have demonstrated biological effects and potential therapeutic uses. However, their functionality when consumed orally could be limited due to poor water solubility and low utilization rate in human body. To make the cannabinoids more soluble, liquid formulations are being developed using food-grade oils and/or phytoglycogen, […]

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Development of an Enhanced Ground Control Station Equipped with an Advanced Stand-Alone Virtual Reality Headset

The main purpose of this project is to develop an enhanced portable ground Control Station (GCS) equipped with an Advanced Stand-Alone Virtual Reality Head Mounted Display (ASVR-HMD). In the beginning, a Commercial-off-the-shelf (COTS) stand-alone Virtual Reality (VR) headset would be connected to the flight simulation tool. The VR HMD will be used to visualize basic […]

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Coupling the liquid pool and wellbore hydraulic module of the “Prediction and Optimization Software Package” – Part 3

In the last decade optimization is expanded in many applications from food production to sophisticated applications such as engine fuel efficiency. In the proposed package, it is tried to apply optimization techniques along with physics based analytical and semi-analytical methodologies to create a compelling framework which can help thermal-process based oil industry to reduce their […]

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Microalgae for the production of plant specialized metabolites of interest – Industrial PDF Fellowship Revision

Algae-C is a company specialized in algal biomass production. It enables on-site production of algae for a wide variety of sectors (aquaculture, nutraceutical, cosmetic and biofuel). To date, many fuels, pharmaceuticals and cosmetic products are extracted from plants. These valuable plant natural products (PNPs) are often produced in low quantities in plants and extraction methods […]

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Advanced Applied Probabilistic Programming

Autonomous cars are one example of a compelling next-generation artificial intelligence technology. In order to safely navigate through the world, cars must plan long-range routes and short-range paths, perceive the world around them, and act according to a safety-first policy that takes into account the intent of agents in their surrounding world. While not strictly […]

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Translational Oncology Research Data Analysis and Quality Assurance

The proposed project seeks to better understand and study the effective application of data processing tools and quality assurance systems in clinical research. Data from clinical trials is crucial in the pharmaceutical industry because it provides indicators of safety and efficacy of drug treatments for patients. However, processing and reporting on the large amounts of […]

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Developing a mobile screening tool that could predict impairment by leveraging the power of machine learning models

There is a growing need for law enforcement agencies and safety sensitive workplace environments to be able to evaluate impairment. Impairment due to mental cognitive deficits, drugs or alcohol use, prescription medications, or fatigue could all limit a person’s ability to perform a hazardous task safely. Current testing tools utilize saliva, breath, blood or urine […]

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