Favorable propagation studies for massive MIMO systems: mMIMO is a key technology for 5G and beyond, due to its ability to deliver high spectral efficiency/rate in multi-user environments using simplified (linear) processing. Its advantages can be fully exploited under certain conditions known compactly as “favorable propagation” (FP). Unlike the known methods, which rely on sophisticated […]

The research project aims to enhance the security and reliability of navigation systems by developing advanced techniques for estimating the vehicle’s position and orientation, even in the presence of sensor attacks. By investigating the impact of potential attacks on sensor data, the project seeks to develop algorithms that can accurately estimate the vehicle’s location and […]

We want to create an artificial intelligent assistant for businesses. It uses state-of-art Natural Language Processing models to understand what people say and seamlessly converting it into computer executable orders. For example, if someone asks, “How much did we spend on training?” it can turn that it into a meticulously structured SQL query such as […]

Knowd is an organization that provides codified building blocks for knowledge capture, discovery, and organization within the enterprises using retrieval-based language models. With a focus on the application of large language models (LLMs) for diverse knowledge-intensive tasks such as question answering, summarization, and reasoning. The company seeks to train and fine-tune LMs and retriever models […]

Over the last decade, there has been a growing literature on “brain plasticity” and the role of computer based games for brain health improvement. Most of the focus has been on healthy older adults. While there has been pharmacologic treatment available for dementia for decades, there is no accepted standard treatment for Mild Cognitive Impairment […]

The precise management of the state of polarization of the light that is generated and all-optically processed within a photonic integrated chip (PIC) is of utmost relevance towards the conception of polarization-independent photonic integrated systems. This proposal aims to conduct an assessment of various design options of polarization converters for the specific application mandated by […]

Peanut products are known to contain allergens capable of causing severe and life threatening allergic reactions. Classically, Ara h 1, Ara h 2, and Ara h 3 are considered to be the major peanut allergens, whereas Ara h 9 is the most prevalent allergen in Mediterranean countries. Current detection methods of peanut allergens are expensive […]

Industrial, shipping, and agricultural activity over the last 100+ years have contributed a significant number of contaminants to the St. Lawrence River, causing health and cultural consequences for the local population, especially the local Indigenous community. Contaminants also affect the local ecosystem, and these impacts need to be better understood in the St. Lawrence River. […]

Cannabis is an important commercial plant with medicinal properties, but our insights on its biology are still in infancy. Light is one of the most important environmental parameters for plant growth, but how cannabis and cannabinoid accumulation respond to different wavelengths of light is not well understood. The objective of this study is to growth […]

Quantum computers can potentially solve problems that are intractable for classical computers. However, despite the development of a theory on the processing of quantum information over the years, the computers we use every day still outperform their quantum counterparts, if we exclude some as interesting as specific tasks. In fact, quantum states that are manipulated […]

Fighting against financial crime is a battle that humanity is losing as a whole. Money Laundering is the critical component of any criminal activity that needs to be profitable. Therefore, fighting money laundering is fighting against all crimes including terrorism, human trafficking, drugs and wildlife trafficking. The United Nations (UN) estimates 2 trillion USD is […]

Echinacea is widely used as a medicinal herb with a global market of ~$1 billion. Hundreds of Echinacea products are available but, with each made from different plant materials using different processes, chemistry- and therefore quality -varies between products. Working with Amway Corporation, a global leader in the Echinacea market, researchers at the University of […]