Projets novateurs réalisés

Trend Emergence and Evolution Prospection using Machine Learning in Fully Developed Insurance Claims

This Mitacs Business Strategy Internship project unites Intact Insurance’s extensive insurance data and industry expertise with Western University’s Banking Analytics Lab’s advanced skills in deep learning, actuarial science, and data analysis. The project’s goal is to build an unsupervised deep learning model for detecting significant changes in claim patterns, surpassing the limitations of traditional change-point detection methods. This will enable Intact to proactively manage risks, optimize premium calculations, and respond more effectively to emerging threats. The intern will gain hands-on experience in developing and validating this model over real-life data lakes at the partner institution, significantly enhancing their skills in deep learning, data analysis, and the application of these techniques to real-world insurance problems. The collaboration brings together the complementary strengths of both partners; Intact provides real-world data, business context, and industry mentorship while Western University offers advanced research expertise and computational resources for model development and validation, creating a strong foundation for future collaborations.

Évaluation des caractéristique hydrauliques de différents biochars

Le projet consiste à utiliser une source bio carbonée de charbon, issus de résidus de coupe de bois, afin de s’en servir comme substrat pour un système de traitement des eaux par marais filtrant. L’objectif du projet se décrit en deux volets. Le premier sera de tester les capacités hydrauliques de différents biochars, afin de valider leurs capacités et leur compatibilité au sein d’un massif filtrant. Le second volet sera de valider les propriétés hydrauliques de ce biochar une fois colonisé par des bactéries, qui permettront le traitement des eaux usées. Il sera visé de confirmer que même s’il y a colonisation du biochar, il n’y a pas de risque de colmatage à court et moyen terme.

Intelligent control strategies for the Industrial Internet – Phase 1

The overall research aims at conducting studies that use high volume data and analytics in order to provide realtime process optimization and optimal control to processes that are to be controlled in preparation for the industrial environment. These investigations is the first stage or Phase 1 associated with creating the mechanism to have machines learn, learn form each other and make intelligent decisions, using a framework of sensor(s) connectivity and cloud-based computing as part of the industrial internet. As more data become available, the framework to use this data to improve system productivity and efficiencies becomes critical to sustaining growth and continued innovation. This research has this general theme that combines technical expertise of Eigen Innovations Inc. and UNB researchers, to innovate and derive solutions that will have significant impact on the future of machine operations and their intelligence. The scope of this work is large, and hence the research is divided into several projects that target specific work, when combined will have the base of advanced control via the industrial internet.

Cooperative Real-Time Direct-to- Satellite IoT Connectivity

This research project aims to establish cost-effective and reliable internet connectivity for critical applications in remote areas through Low Earth Orbit (LEO) satellites, leveraging innovative cooperative resource-sharing and optimization techniques to improve connectivity and response times.

Astrochemical study of para- and ortho- water with carbon ions

Astrochemistry is the study of chemical reactions and processes that occur in space, helping us understand the dynamic and ever-changing nature of the universe. Scientists mainly rely on remote observations, using light to analyze molecules in space, which reveal important details about the conditions in different cosmic regions. However, experimental studies on chemical reactions in space are limited, so researchers increasingly use theoretical models to fill in the gaps.

This project focuses on studying how different forms of water (called nuclear-spin isomers) react with carbon ions in space. By using advanced models and simulations, the research predicts reaction rates in two types of interstellar clouds: dense and diffuse. This will help us compare how the rotational states of molecules affect the chemical makeup of these space environments.

The findings will improve our understanding of how molecular rotation influences chemical reactions in space and refine models used in astrochemistry. Ultimately, this work contributes to uncovering the chemical processes that may underlie the origins of life in the universe.

Piloting a coach education workshop to foster quality participation among para-athletes in Nova Scotia

This research project aims to answer whether a parasport coach workshop can lead to positive changes in coaching behavior, increase coaches’ confidence, and improve the sport experiences of adult parasport athletes in Nova Scotia. With the support of Sport Nova Scotia and the Canadian Sport Institute Atlantic, the project will test a pilot workshop that, if successful, could be expanded across other provinces. As parasport participation grows, there’s a need for coaches who can foster high-quality experiences for athletes with physical disabilities. This project not only advances parasport coaching practices but also strengthens community health and well-being by promoting physical activity for people with physical disabilities. By helping Sport Nova Scotia create quality parasports programs, this project supports their vision for an active, inclusive province that benefits athletes, families, and communities.

Characterization of 2D Nanomaterials Synthesized via Compressible Flow Exfoliation (CFE)

The project focuses on advancing the production of high-quality, cost-effective two-dimensional (2D) nanomaterials, such as graphene, hexagonal boron nitride (h-BN), and molybdenum disulfide (MoS2), by optimizing the Compressible Flow Exfoliation (CFE) process. This innovative technique has the potential to replace costly fabrication techniques, significantly reducing production costs without compromising material quality. Through this collaboration, the project integrates cutting-edge experimental methods to refine production processes and material characterization. The outcomes are expected to benefit academic research, industrial applications, and technological innovation in nanotechnology.

Cutting edge treatments meets ancestral wisdom; A study of the Sacred Circle Wellness Incorporated Indigenous Ketamine Program.

We will be looking at the feasibility and acceptability of a healing program that incorporates Ketamine medicine sessions with First Nations healing practices. The intern will be helping give surveys to the participants. The partner organization will benefit by learning how they can improve the program, and the intern will benefit by gaining experience in a field they are passionate about.

Cardiovascular function, inflammation, and exercise: potential role of anti inflammatory supplementation to optimize health and performance

Additional research is required to fully understand the effects of a powerful antioxidant Curcumin on the short and long term impact of exercise. Previous studies have demonstrated other antioxidants can potentially slow recovery and reduce benefits of exercise. However, there is lacking information regarding the effects of Curcumin on cardiovascular health and exercise performance. The intern will be responsible for collecting and interpreting various physiological measurements from participants, where half will be randomly chosen to consume the supplement, while the other half will be given a placebo. The participants will not be made aware of which product they will be receiving. This study will provide the partner organization with a greater understanding of the potential of this product. It will also permit them to develop a more strategic marketing plan that will allow consumers to make an informed decision based on newly acquired knowledge with regards to this supplement.

Caractérisation géotechnique des remblais en carrière près des centres urbains

Le projet de recherche cherche à établir un cadre de référence quantifiable des propriétés géotechniques des remblais entreposés en carrière, notamment près des centres urbains de Montréal. Cette pratique connaît une forte croissance en raison de la densification urbaine, de l’intensification de l’extraction d’agrégats pour la construction et de la réhabilitation des sites. Les remblais comprennent divers matériaux hétérogènes, tels que des débris de construction et des rejets industriels, ce qui les distingue des remblais miniers traditionnels. En collaboration avec le partenaire Géoclaste inc., spécialisé en ingénierie géotechnique, le projet vise à surmonter les défis techniques liés à l’hétérogénéité des matériaux, aux mélanges sur place et aux méthodes de déversement. L’objectif est de garantir une gestion optimale et sécuritaire des remblais, d’améliorer la stabilité des sites et la sécurité des travailleurs, tout en optimisant le potentiel de remblayage et en réduisant l’empreinte des opérations.

Rebuilding Native Bumble Bee Pollinators in Mi’kmaq Communities

This project will analyze five years of bumblebee data to determine the number of bee species is present in
Unama’ki, the environmental factors that exist in their natural habitat and their flower preference and the timing of
that preference. Through data analytics a data story can emerge that will form the necessary management
practices needed in rebuilding the bumblebee pollutions. Through these data stories, Netuklimk (traditional
Mi’kmaq management) with traditional and conventional ways of understanding, Etuaptmunk (Two Eyed Seeing)
can create the standards for best management practices in Unama’ki. Rebuilding the bumblebee pollinators can
also help with rebuilding agricultural (food production) in Unama’ki communities, reducing food security.

Enhancing Emergency Department Efficiency and Access to Care: Advancing SiMLQ’s Data-Driven Simulation Framework for Ontario Hospitals

challenges such as long wait times and overcrowding. These delays impact patient health and strain healthcare resources. This project aims to address these challenges by enhancing SiMLQ, a cutting-edge software tool that uses data to simulate and optimize ED operations.

Using real-world data from Erie Shores Healthcare Center as an example, the project will develop advanced features to improve how ED performance is analyzed and predicted. For instance, factors like how busy different areas of the hospital are or how resources like staff and beds are being used will be integrated into the software. These insights will help hospitals make better decisions about resource allocation, reducing bottlenecks and improving patient flow.

By creating a smarter simulation tool, this project not only helps Erie Shores but also lays the groundwork for broader adoption across other hospitals in Ontario and beyond. The ultimate goal is to ensure more patients receive timely care, healthcare providers can better manage their resources, and the system as a whole becomes more efficient. This work supports a healthier Canada by improving access to emergency care and reducing strain on our healthcare system.