This project is a collaborative relationship between the Combustion Research Laboratory (CRL) at the University of Toronto and Birla Carbon. Birla Carbon is one of the largest manufacturers and suppliers of high quality carbon black additives globally. Carbon black has usage potential across an array of diverse application segments including rubber products, black pigment, UV […]

Vaccine antigen production is a process that entails numerous variables. In order to have a consistent and robust process, monitoring of process parameters and controlling output variables within a certain range is the best practice. To accomplish this objective, analytical tools are used, on-line, off-line, at line. Real time monitoring of the processes is advantageous […]

This proposed study will significantly enhance our current understanding of how specific intra-operative factors can impact patient outcomes. Our proposed work will provide a proof of concept that machine learning can objectively predict a specific, high-impact post-operative complication, allowing us to move forward with scaling this work to a wide variety of surgical settings. Moreover, […]

The SARS-CoV-2 virus is currently causing a pandemic that is overburdening the healthcare system and causing unprecedented economic disruptions on a global scale. A method called serological testing uses viral proteins to determine if the someone has been infected and has now become immune to the virus; however, it is currently very expensive to produce. […]

This community-based action research project seeks to support visible minority newcomer women in establishing and succeeding in entrepreneurship activities, while identifying the challenges and opportunities they face while trying to start their own businesses. The benefits that this research is expected to bring to the Women’s Economic Council are to better understand visible minority newcomer […]

There is a growing demand for the electrochemical energy storage system (EES) to store the energy generated by renewable resources of energy such as wind and solar. However, renewables are intermittent in nature meaning that the energy can be produced only when the sun is shining, and the wind is blowing. Therefore, there is a […]

Although cannabis was legalized in Canada for recreational use in October 2018, there remains no effective method to determine roadside cannabis impairment. The state of the art device for detecting cannabis use roadside is saliva-based which has several flaws, including the fact that THC remains in saliva up to 72 hours after intake. In this […]

This project will investigate improvements to models for automatically generating physician notes from transcripts of conversations between physicians and patients. The model will capture important medical information such as symptoms, treatments, and medications, and automatically formulate a free-text note that mimics the style of the physician’s manually entered notes. The model will use context and […]

Security has become increasingly important as cyberattacks are more prominent. Despite advances in security technologies there’s still a need for a new security architecture that is simply adaptable and scalable to different and evolving security requirements of various organizations. This project will study the latest technologies and solutions in the field of Cybersecurity that are […]

In industry, inspection of manufacturing floors is handled by humans. The drawback of using humans for this repetitive task is that collected data can be highly prone to bias due to small sample size and industrial engineers can miss relevant details during the cycle time analysis. Calculations often misinterpret the real factory situation. This research […]

Electric Vertical Take-off and Landing (eVTOL) vehicles represent the new frontier of transportation electrification. Since the dawn of aviation, enthusiasts have dreamed of “flying cars” that can reduce trips that take hours on the ground to minutes in the air, improving productivity and quality of life. What was previously the realm of science fiction is […]

This project is developed to leverage 3D printing to fabricate personnel protective equipment and other products that can help us navigate the COVID 19 pandemic. 3D printing can be used to quickly fabricate a design idea, but it is a slow process, and there is some inherent porosity, so using this process to make masks […]