Evaluation of Machine Learning Methods for Portfolio Replication of VIX Futures

During the past two decades, the CBOE Volatility Index (VIX® Index), a key measure of investor sentiment and 30-day future volatility expectations, has generated much investor attention because of its unique and powerful features. The introduction of VIX futures in 2004, VIX options in 2006, and other volatility-related trading instruments provided traders and investors access […]

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Mitigating goose herbivory at Westham Island tidal marsh.

Tidal marshes are essential ecosystems both economically and ecologically. They provide many natural resources, such as filtering pollutants from water and providing flood protection. However, since the 1980s, we have lost about 80% of the world’s wetlands including many tidal marshes. This internship aims to identify the role of goose herbivory on marsh vegetation as […]

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Sustainable functionalized magnetic particles for efficient treatment of marine oil pollution

Oily wastewater production and discharge from different sources such as industries and daily human activities are the main sources of marine oil pollution. More importantly, accidental oil spills occurred in oil extraction/production, refining, and transportation stages can cause detrimental impacts on the aquatic ecosystems and marine environments. In this Lab2Market project, we apply a special […]

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Artificial Intelligence to Support Autonomous Seabed Mapping Operations

Presently the Ocean Mapping Community is spending a lot of time manually cleaning the raw sonar survey files. If this cleaning process is done by an Artificial Intelligence system as clean as a human would do, this could be transforming the entire Ocean Mapping community. Therefore, we propose a novel solution of using an Artificial […]

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Gait and Balance Parameters Inferred with the PROTXX Head Accelerometer (Phase 2)

The vestibular organs detect head movement and are involved in the coordination of standing balance. With balance problems being a common and expensive healthcare cost internationally, there is a growing need for new diagnostic and therapeutic medical devices that target vestibular balance function. In particular, a wearable device that could be used outside the clinic […]

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Sensor development for in-situ microplastics monitoring in water bodies

Plastics are all around us, and unfortunately, they either do not go through decomposition or take decades to decompose. Consequently, tiny plastic particles, called microplastics, are found in oceans, rivers, and even in drinking water. Living species in the oceans consume them, and these microplastics enter to our food chain and pose significant health concerns […]

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Role and regulation of ovarian stem cells during follicular development and dysregulation in PCOS

The polycystic ovarian syndrome (PCOS), a multi-factorial heterogeneous syndrome with complex pathologies, affects up to 10% of women of reproductive age and accounts for 75% of anovulatory infertility. The annual costs of PCOS and associated infertility in Canada are staggering and are estimated to be $450M. Tissue-residing stem cells play important roles in the regulation […]

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Further development of protein-based biosensors and assessment of their commercialization potential within the Canadian aquaculture industry

In the agri-food industry, monitoring the production and/or processing of raw materials can be important for ensuring the quality of the end-product. Measurement of specific compounds during processing can provide the feedback required to make informed adjustments resulting in a quality enhancement of the product. Biosensors are the devices that can provide detection and/or quantification […]

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Automated real-time inspection for robotic arc welding operations

Welding has widespread use in manufacturing, and its quality often determines the overall performance of the manufactured part. Nevertheless, due to the complex nature of the process, weld quality inspection remains manual with the standard approach of QA for defects after production completes. This introduces significant costs of downtime and reworks associated with finding defects […]

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Bioinspired Unconventional Decontamination (BUD®)

Canada is the third largest exporter and the fourth largest producer of oil in the world. Thus, oil is a very important part of the Canadian economy. Oil is a cleaner fuel than coal, but it still has many disadvantages. For example, oil spills that occurs during transport and drilling can cause great environmental damage. […]

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From waste to health: Valorization of Atlantic salmon (Salmo salar) by-products as a source of marine collagen

The global market of marine collagen-added products is tremendously growing, leading to the need for a stable and enormous supply of marine collagen. Atlantic salmon scales and skin are abundant in collagen, however no research has been performed for its extraction. The proposed project will develop an efficient extraction process to maximize the collagen yield, […]

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