Machine learning assisted quantum chemistry for Orquestra

Unsupervised machine learning has recently been introduced into the field of quantum many-body physics. A strategy based on generative models has been particularly successful in the data-driven learning of quantum states. In this proposal, we aim to adapt this technology to applications in quantum chemistry. The primary focus of this research will be on the […]

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Air microfluidics enabled edema sleeve

We are working on active compression sleeves for treating edema, which is the swelling of tissues due to the build-up of excess fluids, impacting roughly 40% of individuals with chronic spinal cord injuries. The technology behind this active compression sleeve is air microfluidics and minifluidics. The goal is to deliver a product that increases the […]

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Elastomer composites as functional binders for lithium sulfur batteries

Lithium-sulfur batteries (LSBs) have ultra-high energy density (~2600 Wh kg-1) and have great potential as power sources for electric vehicles and portable electronics. However, they suffer from the problems of low practical ability and poor life span, which limit their wide application. This proposed research is to develop elastomer composites as functional binders for LSBs […]

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Smart Battery Management System by Integrating Physics-basedModeling and AI-based Methodology

The electrification of the automobile industry is one of the main paths toward global decarbonization and a promising solution to address oil supply shortages and environmental pollution. However, the EV industry still faces critical challenges such as long charging time, low battery lifetime, and safety considerations, which restrict widespread adoption of EVs. In this project, […]

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Design of biodegradable bioplastics utilizing hemp

In last few year, due to bad impression, single used plastics has received huge attention from scientist, environmentalist and attentive people from different part of the world. Since only a fraction of these plastics are recycled or repurposed, due to numerous reasons, municipal and industrial waste contain a large portion as plastics. As Canada is […]

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Development of a noncontact PPG (ncPPG) system for oxygen saturation clinical analysis to increase the data reliability of SpO2 detection through consumer-level cameras

Sterasure Inc. in its current mission to provide biomedical tools to reinvent the clinical decision support, partners with the University of Waterloo to work towards the development of cutting-edge contactless vital sign monitoring systems. The technology studied in this research will allow the advance in the detection of oxygen saturation levels through cost-efficient systems. Although […]

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Dynamic multi-type multi-priority emergency surgery scheduling with accurate service duration estimation

The process of setting surgical schedules in a modern hospital operating room suite is complicated. Scheduling surgery involves coordinating two separate but inter-related service distribution channels, namely, elective surgery operations and emergency surgery operations. Elective surgical cases are selected from a broad range of diagnostic categories and are scheduled in advance into surgical time that […]

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Establishing productivities of violacein production in recombinant E.coli using CSTR batch processing

Material Futures Inc. has developed a bioprocess to manufacture coloured pigments using cells, instead of petroleum. The process is carbon neutral, renewable, and has the potential to eliminate water pollution resulting from current dyeing methods. Working with students at the University of Waterloo, Material Futures Inc. will be scaling their bioprocess while exposing students to […]

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