Application of machine learning techniques to control surface quality of as-printed wire arc additive manufactured components

Nowadays, the wire arc additive manufacturing is making its path toward providing benefits to aerospace, defense, and oil and gas sectors, ascribed to the process capacity to fabricate components with minimum waste of material and lead time. However, the main challenges associated with the WAAM that have hindered the wide-spread application of the technology include […]

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AR Marine Visualization System

A sailor needs to obtain real-time information about the status of the sailboat and also derive an accurate approximation of the behaviour of the surrounding environment, in order to safely and successfully sail a boat. We also aim to investigate how providing vital knowledge using an immersive approach will affect the cognitive load on the […]

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A novel intraocular injectable platform for long-term treatment of retinal diseases.

Retinal diseases are the leading causes of blindness in Canada. Retinal diseases are currently treated by monthly or bimonthly intraocular injections of biologics. At the Sheardown lab, we are developing a new injectable hydrogel that can provide prolonged treatment for retinal diseases. Upon injection, the new treatment forms a transparent solid depot inside the eye […]

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COVID-19 and long term care workers: Staffing shortages and diverse pathways to entry

The goal of this project is to enhance health workforce planning in the Waterloo Region in collaboration with the Workforce Planning Board of Waterloo Wellington Dufferin (WPB), to address the Long Term Care staffing crisis by providing quantitative analysis of the demographic make up of the labour market involved in health relation professions, which will […]

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Integrated Thermal Control Methods for Use in Scalable Battery Systems

Lithium-ion batteries are increasingly being used to reduce fossil fuel use and emissions. Cold weather performance of Lithium-ion batteries is a limiting factor in outdoor applications. Mavio Technologies Inc. aspires to construct durable Canadian made Lithium-ion batteries packs that perform well in the adverse Canadian climate. This project plans to research the effect of using […]

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Tracking the parasympathetic nervous system, emotions, and wellbeing in chronic pain conditions – Part 2

Wearable body sensors are groundbreaking in that they allow for continuous and unobtrusive physiological measurements. The promise is that someday soon, smartphones will monitor our bodily state and thus prevent all kinds of wellbeing implications: acute physiological issues like stroke or heart attack; less acute but still serious illness, such as chronic illnesses caused by […]

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Adaptive multi-horizon models for probabilistic demand forecasting

This project aims to develop an itinerary demand forecasting model that can handle long-term and short-term forecasting and adjust its parameters under changing situations. General long-term prediction models are relatively precise because the context often remains stationary over time, but can not quickly adapt to unforeseen events, like the global pandemics. It is necessary to […]

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STRATUM: A Digital Field Notes Tool for Archaeologists

Under the Lab2Market Program, the intern will develop and test a field notes tool called STRATUM to alleviate stresses caused by documentation in the field. The tool development will be guided by the results of three studies: 1) a qualitative investigation of user needs and sources of stress (already underway); 2) a preliminary survey of […]

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Multi-modal learning of human pose representation for conditional motion synthesis

The goal of the project is to generate realistic human movement in 3D animations. This is important to make movement animations in games and movies appear real. Typically, creating high quality animations is a resource and time consuming process that requires the participation of human actors in motion capture sessions. In this work, we present […]

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