The development of predictive capabilities in terms of pH and solubility for complex mixtures of organic acids and organic acid salts

This project will require a combination of theoretical and empirical modeling based on extensive experimentation to develop a predictable solubility model in organic acids and salts mixture systems. The successful completion of the project will allow the company to predict capability of the complex mixtures during products development. It can be used by formulators & […]

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Real-time DNS tunneling detection using Machine Learning & Deep Learning techniques

Domain Name System (DNS) tunneling is a malicious technique that enables attackers to bypass network security measures and steal sensitive information. Traditional detection methods that rely on signature-based approaches are often ineffective against advanced attacks. In light of this, recent years have seen a growing interest in the use of deep learning techniques for network […]

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DNS tunneling detection method based on ML & DL models

Domain Name System (DNS) tunnels as a covert communication channel between a controlled host and a master server can be utilized by malicious attackers disguising the master server as an authoritative domain name server. DNS tunneling can cause significant harm due to its ability to easily evade network security mechanisms by using DNS traffic, so […]

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Pre-contact Indigenous agricultural systems in southwestern Manitoba

We aim to identify the different agricultural crops grown by Indigenous farmers in the Pierson Wildlife Management area in southwestern Manitoba prior to the arrival of European settlers. Agriculture was an important aspect of life for many Indigenous peoples living in southwestern Manitoba. Identifying plant remains associated with different crops will tell us about daily […]

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Security enhancement of free-space quantum key distribution system

Satellites have become a crucial part of everyday life. We use satellites for watching television, navigation, weather predication, national defense, and everything in between. Therefore, the safety and security of our satellites is very important. However, there are two problems that put satellites at risk of cyberattack: 1. As computers become more advanced, old cryptographic […]

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Transceivers based on quantum dash optical frequency comb sources for optical access networking

The project focuses on the design, modeling/simulation, and testing of photonic devices, and the co-design of electronicphotonic integrated circuits, to realize transceivers that can be commercialized for use in both wireline, e.g., passive optical networks (PONs), and wireless, e.g., 5G backhaul, access networks with an emphasis on meeting the reach requirements for remote and underserved […]

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Apprentissage profond informé par la physique des ultrasons

Dans le domaine du contrôle non destructif, l’intelligence artificielle peut être utilisée pour inspecter de grandes quantités de données ultrasonores (ce sont des échographies de matériaux métalliques, composites ou autres), pour y détecter des défauts de fabrication ou d’usure (par exemple des trous, de la corrosion, etc.). L’application de techniques éprouvées d’IA donne des résultats […]

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