Cost estimation is a critical part of manufacturing. It has a significant role in determining the feasibility of decisions including design stage, planning and production methods. Especially, it is useful for subcontracting processes that GRAD4 conducts where the features of parts are submitted and bidding is the way of the deal between suppliers and buyers. […]

The goal of the project is to develop an improved design process and tools for an aircraft structure based on digital simulation and artificial intelligence. In order to minimize costs and improve the reliability of numerical simulations, we plan to reduce the number of physical tests, while optimizing the instrumentation. This will result in better […]

Silver-haired bats are common species of bat found in North America. They use cavities in trees and space under loose bark to roost, or rest and raise young. The silver-haired bat is thought to migrate south over the winter. Despite this, we have found them in parts of British Columbia during the winter, suggesting they […]

Currently, data analytics services are not only expensive, but also often require days of delay for the data analytics report to be generated. The project focuses on making use of a user’s voice query as an input to create a data analytics response by aggregating data from a database. The successful implementation of the project […]

Machine learning has ushered many breakthroughs in areas such as computer vision, natural language processing, speech recognition, and recommendation systems. The models used in these applications contain many parameters that need to be learned and training often requires massive amounts of computation. As such in recent years graphics processor units (GPUs) have seen wide adoption […]

Aerial full-motion video, marine systems and space-based earth observation share key characteristics: they involve critical infrastructure, they rely on sensitive information and they require strong data provenance. We have applied cryptographic techniques — derived from both historic security protocols and newer blockchain systems — to create a novel research cryptographic filesystem in a previous Mitacs […]

HyperMabs is a protein engineering company focused on the development of therapeutics for diseases with high unmet need including Covid-19. The role of the Translational Science Team is to discover and develop biomarkers that indicate pharmacodynamic response to the company’s therapeutics as well as support the relevance of the targeted biological pathways in diseases of […]

HyperMabs is a protein engineering company focused on the development of therapeutics for diseases with high unmet need including Covid-19. The role of the Translational Science Team is to discover and develop biomarkers that indicate pharmacodynamic response to the company’s therapeutics as well as support the relevance of the targeted biological pathways in diseases of […]

Acknowledging that discrimination and prejudice of various sorts (e.g., verbal, behavioural, environmental) continue to exist in the education system, this research seeks to address how and why microaggressions against Black, Indigenous, and People of Colour (BIPOC), within engineering departments, show up among peers in classrooms, across interactions in lab environments, group-activities, and more. This research […]

Video Games require a vast array of different computations to present the desired experience. These computations must be completed consistently to make the software responsive to the user. The industry trend towards many separate processors (multi-core) in the same physical device and the emergence of network based ‘cloud’ computing have created many opportunities, but also […]

Due to urbanization in the GTA, many green areas are replaced by impervious infrastructure, preventing runoff infiltration and increasing flood risks. The Meadoway project proposed by the Toronto and Region Conservation Authority (TRCA) aims to restore meadow habitats with native plants along a hydro-corridor over 16 km across Scarborough, which can potentially improve the runoff […]

Dans ce projet, nous proposons l’émulation d’une plateforme transactionnelle dans un marché local de l’énergie pour apprendre et tester les différents algorithmes et approches d’optimisation et de contrôle décentralisés sur les échanges entre les agents, comprendre les contraintes techniques et les bloqueurs, et définir les enjeux d’intégration des RED dans le réseau électrique. Dans un […]