Query Optimization using Machine and Deep Learning

In this project we will investigate and develop novel techniques that employ Machine Learning (ML) and Deep Learning (DL) for the optimal execution of queries in a relational DBMS. The research will be conducted with close collaboration with the team of IBM that develops Db2, the well-known relational DBMS of IBM. The goal is to […]

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AI for Template based Multi-physics eMachine Design

Electrical machines are fundamental to the operation of modern society – from household devices and transportation to industrial operations and power generation. However, designing these devices is a slow and complex process. Many components of the process date back over a century and constrain the devices that can be produced. With technologies such as additive […]

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Modeling carbon storage for NL’s provincially significant peatlands

Peatlands, in spite of only occupying 3-6% of earth’s land surface, store about 30% of global soil carbon (C). This project will estimate the areal coverage of provincially significant peatlands and calculate their carbon storage. The results of this project will show the importance of peatlands in NL’s carbon storage and help NL’s provincial government […]

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Studies on transformations of complex pollutants to support bioremediation strategies at contaminated industrial sites in Canada and abroad

An industrial area located in the northeast of Brazil is subjected to bioremediation projects for the decontamination of soil and groundwater of the site. The compounds of interest (COI) are related to the production chain of an herbicide, thus, they are aromatic compounds containing nitro or amino group and/or chlorine. As part of a long-term […]

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Dynamic characterization of Victoria grey clays

Grey clays are widespread soft glaciomarine deposits in the Greater Victoria Region. Seismic ground motions can be significantly amplified in the site with the presence of these soils. However, the understanding of the seismic response of Victoria grey clays is limited. This research aims to fill the knowledge gap by carrying out a collaborative research […]

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Experimental Investigations for Improvement of Oil Control for an Orbiting Sealing Application

Prime candidates for cleaner propulsion are the non-reciprocating combustion engines that combine high efficiencies of volumetric engines while being well-known for their high power density. Unfortunately, these engines are also well-known for their oil consumption that needs to be reduced before they are used for aerospace applications in order to meet customer perceptions, weight and […]

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Genes to affordable medicines – Stream 3-C

The Structural Genomics Consortium (SGC) is a not-for-profit public-private partnership research organization that aims to accelerate the discovery of new medicines through open science. This Mitacs cluster will bring together SGC’s industry and academic collaborators to work together towards new and affordable medicines for challenging diseases. Sixty-three post-doctoral fellows will spend 2-3 years developing open […]

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