L’appréciation juridique du risque relatif aux cyberattaques dans les activités critiques

Dans notre monde automatisé et interconnecté, la cybermenace connaît une hausse spectaculaire, avec des attaques informatiques de plus en plus fréquentes et sophistiquées, y compris sur des infrastructures critiques. Ce projet analyse les risques causés par ces cyberattaques sur des secteurs d’activités indispensables à la sécurité et au bon fonctionnement de la société, tels que […]

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L2M – InclusivAI: AI-powered Instructional Design Agent

This project focuses on validating InclusivAI, an AI-powered instructional design agent that helps faculty redesign courses for greater inclusivity and accessibility. Grounded in established frameworks for inclusive education and accessibility, InclusivAI applies AI to support evidence-informed course design and faculty development. Through the Mitacs Lab2Market Validate program, the project will analyze insights from faculty and […]

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L2M – Transforming Pediatric Neurodevelopmental Interventions: A Novel Model for Enhancing Social Skills and Reducing Challenging Behaviors in Children with ASD and ADHD

The Interactive Multisensory Physical Movement (IMPM) model addresses a critical and growing gap in pediatric neurodevelopmental care. It offers a rigorously designed, non-pharmacological therapeutic approach for autism spectrum disorder (ASD) and attention deficit hyperactivity disorder (ADHD). Current treatments often focus on short-term symptom management, have adverse side effects, and produce limited long-lasting improvements in social […]

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Harvesting hot carriers in heterojunctions of p-type semiconductors and plasmonic nanoparticles for green hydrogen production and utilization

This project aims to pursue alternate methods to generate green hydrogen that are less energy-intensive than existing approaches. Leveraging the fact that semiconductors generate electron-hole pairs when illuminated with light and this electron reduces proton (H+) from water to form hydrogen (H2), our goal is to use novel p-type semiconductors to produce green hydrogen, that […]

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Empirical evaluation of theorized drivers shaping ecosystem stability and functioning

Ecosystems provide services such as fisheries, pollination, and carbon storage that support people and economies around the world. The stability and functioning of ecosystems is shaped by several key factors, such as biodiversity, species interactions, response diversity and environmental conditions, as identified through ecological theory. However, few studies have tested these ideas in real-world ecosystems, […]

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Mapping Safety Motivation at Work: Untangling the network of causes and consequences

A workplace injury can harm livelihoods and the mental health of employees, yet despite decades of safety interventions, work injuries remain a critical issue in Canada. This raises a critical question: What motivates people to be safe at work? Safety motivation—an individual’s willingness to engage in safe behaviors—is a key predictor of safety performance, making […]

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L2M Validate / Qc Winter 2026 / Optimizing Recycling of Polyamide 6- Upcycling with Polymer-polymer composite,

Polyamide (PA), particularly PA6 and PA66, is a vital engineering polymer used in automotive, aerospace, electrical, and textile industries because of its strength, heat resistance, and durability. However, most commercial grades are petroleum-based, energy-intensive, and difficult to recycle due to strong hydrogen bonding and high melting temperatures. In Canada, the recycling and upcycling of polyamide […]

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L2M Validate / Qc Winter 2026 / CyberSoc_AI

Le projet CyberSoc_AI vise à rendre la cybersécurité des organisations plus intelligente et plus efficace grâce à l’intelligence artificielle explicable. Aujourd’hui, les centres de surveillance informatique (SOC) reçoivent chaque jour des milliers d’alertes, dont une grande partie sont des faux positifs. Cette surcharge ralentit les équipes et augmente les risques d’incidents non détectés. Le stagiaire […]

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L2M Validate / Qc Winter 2026 / CytoReGen

Le projet CytoReGen vise à transformer le CO2, un gaz à effet de serre problématique, en méthane renouvelable utilisable comme source d’énergie propre. Pour ce faire, l’équipe se charge de développer un bioréacteur innovant qui utilise des enzymes spéciales pour fixer et convertir le CO2 industriel en méthane, créant ainsi une solution doublement bénéfique : […]

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L2M Validate / Qc Winter 2026 / AI CoPilot for Descriptive Embryo quality Grading

This project aims to develop an AI-assisted decision-support system for embryo quality assessment in in-vitro fertilization (IVF) laboratories. Current evaluation methods, such as the Gardner grading system, rely on subjective visual assessment, leading to high inter- and intra-observer variability that affects clinical decisions and training consistency. The proposed system will combine computer vision and natural […]

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L2M Validate / Qc Winter 2026 / plugs.run

Ce projet vise à simplifier la création d’applications sur plusieurs plateformes (web, mobile et bureau) grâce à une nouvelle approche basée sur des composants logiciels réutilisables. Plutôt que de recréer les mêmes fonctionnalités pour chaque système, les développeurs pourront assembler des blocs prêts à l’emploi, ce qui réduit le temps, le coût et la complexité […]

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L2M – RevolutAI: Secure and Trustworthy Artificial Intelligence for Regulated Industries

RevoluAI est une initiative issue de la recherche universitaire visant à rendre l’intelligence artificielle réellement confidentielle et conforme aux exigences de protection des données. Le projet repose sur RevoLUT, un moteur cryptographique open source qui permet d’effectuer des calculs sur des données chiffrées avec une efficacité inégalée. Grâce à cette technologie, RevoluAI conçoit des solutions […]

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