This project focuses on investigating more efficient and simplified approaches for very short-term precipitation forecasting, known as nowcasting. The goal is to evaluate and adapt lightweight machine learning models that can deliver accurate predictions using fewer computational resources. By reviewing existing models, testing their performance, and exploring ways to simplify their architecture without losing accuracy, […]

This project proposes the development of a Physics-Informed Neural Network (PINN) framework for vessel trajectory prediction using Automatic Identification System (AIS) data collected from Canadian maritime regions. The approach integrates discretized kinematic motion equations—specifically Euler, Heun, and midpoint finite difference approximations—into the training of deep learning models to enforce physical consistency. By combining data-driven architectures […]

Nearly half of adults live with at least one of the top ten chronic conditions—such as hypertension, osteoarthritis, or diabetes—and two in five people can expect a cancer diagnosis in their lifetime. These conditions are among the leading causes of morbidity worldwide, significantly reducing quality of life and increasing the risk of mental health challenges […]

Global fish and seafood consumption has increased, leading to large amounts of byproducts from fish markets and processing industries. Currently, the byproducts are used to produce fish meals or dumped into the ocean, causing suffocation and introducing diseases and noxious species. Other potential uses such as bioconversion into biostimulant for agricultural use. Fish are rich […]

This project aims to develop advanced hybrid cooling strategies for electric vehicle (EV) battery systems by integrating turbulence-enhanced flow control with passive air and active liquid cooling methods. Using an unsteady Reynolds-averaged Navier-Stokes k-omega model, the research will investigate the role of turbulence in improving heat dissipation, temperature uniformity, and overall thermal performance. By combining […]

The increasing severity of climate change and glacial pace of emissions reform is requiring the development of new strategies for atmospheric CO2 drawdown. One of the approaches that has been gaining traction is Ocean Alkalinity Enhancement (OAE), a method that increases the physical absorption of atmospheric CO2 into the ocean by dispersing alkaline materials in […]

The project explores the application of physiological sensors in psychology, mental health, and mindfulness by integrating artificial intelligence for emotional classification. It aims to validate a wearable physiological monitoring system, using devices like Fitbit Versa 6 and Emotibit, to predict stress and anxiety levels through machine learning. This initiative is crucial given the prevalence of […]

PaceZero is hiring an intern to research how to integrate Artificial Intelligence (“AI”) into operations. Areas of interest will focus on, but are not limited to, leveraging technology to enhance sourcing prospective borrowers. More specifically, the intern will research the capabilities and functionality of various Ai programs such as ChatGPT, Perplexity, and tl:dv, among others. […]

The Halifax Port Authority (HPA) is a strategic port manager, with a mission to connect global markets to create value for our customers, partners, visitors, and community. We take a leadership role in developing business for the Port of Halifax in collaboration with our partners and we responsibly manage Port of Halifax assets. At the […]

Building materials made from bio-based feedstock such as biochar requires less embodied energy and has carbon sequestration capacity. Their use in construction reduces the overall Global Warming Potential (GWP) of building materials, facilitates environmental repair, and reduces climate impacts from environmentally intensive industry sectors such as agriculture and aquaculture. Bio-based composites are typically low in […]

The project “Scaling Sustainable Waste-to-Energy Solutions: Poultry Manure to Biofuels and Carbon Capture” focuses on commercializing an innovative pyrolysis-based technology that transforms poultry manure into bio-oil, biochar, and pyro-gas. This solution addresses both environmental and economic challenges in Canada’s poultry and renewable energy sectors by providing a sustainable alternative to traditional manure disposal methods, which […]

Canada’s education system is facing mounting challenges. Educators are reporting high levels of stress and burnout, largely due to administrative burdens that take time away from teaching. Simultaneously, students—particularly in STEM subjects—are struggling to keep pace in a system that often lacks the capacity to provide individualized support. These issues are especially pronounced in under-resourced […]