Forecasting Profitability of Real Estate Assets using Machine Learning

This research project aims at applying machine learning over the existing financial forecasting methods currently employed in the commercial real estate industry. Businesses are actively collecting more data than what can be analyzed effectively using the standard spreadsheet models which have become industry standard over the past few decades. Machine learning algorithms are known to […]

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Safe and Smooth Path Planning for Autonomous Robot Navigation

Clearpath Robotics has developed an accurate GPS navigation system that enables autonomous robots to move in outdoor environments. However, to move toward a target location and avoid obstacles along the path, a path planner is required. The objective of this project is to develop, tune and modify an efficient path planner for the robot in […]

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Clinical Implementation of Contralateral Inhibition OAE Testing

The proposed research project seeks to develop protocols that will enable one to measure the functionality of the auditory brainstem in a way that is clinically viable and time efficient. This project aims to minimize the time necessary to conduct an inclusive otoacoustic emissions (OAE) test using contralateral acoustic stimulation. By setting threshold signal to […]

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Advanced Characterization of Zirconium Hydrides in Zr-2.5Nb Pressure Tube in CANDU Reactors

In the operation of CANDU reactors, the Zr-2.5Nb pressure tubes holding the cooling water and fuel bundles are susceptible to hydride cracking-induced crack initiation mechanisms, known as delayed hydride cracking and overload crack initiation. For structural integrity evaluation of CANDU pressure tubes, of fracture toughness and hydride crack initiation models were developed. However, the hydride […]

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Enabling next generation cardiac therapeutics with genetic engineering and novel in vivo models for cardiomyocyte transplantation

The development of cellular therapeutics is acutely dependent on the ability to evaluate the functional characteristics of the cells in predictive animal models. This forms the basis of key pre-clinical data packages that are key for regulatory submissions preceding human clinical trials. The development of appropriate model systems, the execution of the surgical techniques to […]

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Validation of Novel, Tumor Microenvironment-based Targets for Biological Therapeutics

ImmunoBiochem is developing novel anti-cancer therapeutics to address unmet need in intractable solid tumors. Because solid tumors are highly heterogeneous and evasive, recognizing cancerous cells, while avoiding damage to normal tissue, is a challenge. As a result, many targeted therapies quickly come up against resistance, resulting in patient relapses. ImmunoBiochem is solving the issue of […]

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Compressed Air Energy Storage in Cased Wells

The project will adapt Compressed Air Energy Storage (CAES) to a cased well. CAES is a mature and proven energy storage technology, however it traditionally uses large salt caverns. By understanding the deformation of a wellbore due to pressure and hot air injection, one may be able to determine the operating range of the system. […]

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“Virtually” connected: Can virtual reality technology foster closeness and intimacy in romantic relationships?

Social connections, especially satisfying romantic relationships, are vital for health and well-being. Yet, couples are spending increasingly more time apart, limiting opportunities for connection and intimacy. However, engaging in shared novel activities (i.e. self-expanding activities) can help couples connect and maintain their relationship over time. Indeed, couples who experience more self-expanding opportunities in relationships feel […]

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AI-powered operating system for buildings: new performance metrics

In the real estate sector, a large volume of data is produced by businesses, commercial users and building visitors in a great variety of forms. For instance, three extensive sources of data come from unstructured text (e.g. documents, contracts), numerical data containing resources consumption and sensor/image-type data describing user behavior. A challenging problem for the […]

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Examination of beneficial effects of copper fabric on cardiometabolic status, and mechanistic role of gut microbiome

Copper has long been proposed to have important biological properties. Designed to deliver the health benefits of copper, CuTEC yarn is a USPTO|EPO patent pending, bio-engineered copper-based yarn that can be produced as products such as clothing and mattress ticking. Although many believe in the positive properties of copper for well-being, many remain retiscent to […]

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Investigating polysaccharide-protein conjugation: characterization and effects of glycation conditions

Pneumonia remains the single leading cause of childhood death under age 5 worldwide. The price per dose of current vaccines is high and supply is limited due to a complex manufacturing process and low yield, significantly reducing its distribution in developing nations.1 A newly patented vacuo dry-glycation process promises much higher efficacy than the conjugation […]

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