pre-agreed price. The problem of what an option is worth is usually solved using costly numerical simulation methods. We will apply Deep Learning methods to solve the Option Pricing Problem. This cutting edge technique has the advantage that, once trained, the model can simulate many scenarios at a low computational cost. Unfortunately, training is costly […]

Apples are among Canada’s most valuable fruit crops, and the improvement of apple varieties is crucial for the success of the industry. Breeding apples is expensive and time consuming, requiring decades of investment. A better understanding of the relationship between genetics and fruit traits will allow for more efficient breeding. Current apple breeding techniques make […]

The Arctic climate is changing three times faster than any other eco-region in the world. As the climate warms, flowering times of many species are shifting which can affect plant productivity and reproductive success. Flowering time responses to climate change among species is diverse. The diversity of responses has implications for tundra plant community structure […]

Les arbres urbains assurent des services écosystémiques de grande importance pour les communautés urbaines dont la séquestration du carbone et la captation des polluants atmosphériques. Toutefois, dans le but d’améliorer les pratiques de verdissement en milieu urbain, il importe de quantifier adéquatement l’efficacité des différentes essences d’arbres à fournir ces services écosystémiques. Pour ce faire, […]

Le CDPQ en collaboration avec les Producteurs de bovins du Québec est à développer ces dernières années une expertise dans les secteurs de l’évaluation des pratiques d’élevage en lien avec la qualité de la viande de veaux de gains. La qualité de la viande de veaux (pH, rétention d’eau, couleur) montre des écarts entre animaux […]

Data is rapidly growing in most of the applications and fields. Thus, data is becoming big data as it meets the 5V model of big data: volume, velocity, variety, veracity, and value. As a result, dimensionality reduction and feature selection become mandatory to overcome ML models’ performance and explainability issues. This project looks at feature […]

In this project, the intern (Dr. Dong-Jin Lee; Postdoctoral Fellow) will work at the University of Saskatchewan and at the R&D facility of our industry partners ? Pulse Crops (Canada) Association and PerkinElmer Health Sciences Canada Inc. ? to control the milling processes of selected Canadian pulse and cereal crops to prepare “fine”, “medium”, and […]

Polytellurophenes are an emerging class of semiconducting polymers showing promises in organic electronics. However, their commercial potentials are still held back by the synthetic scale. In this collaborative efforts with 1-materials, we aim to develop a synthetic strategy to produce polytellurophenes from a laboratory scale to a pilot scale to meet the increasing market demands. […]

Orogenic gold deposits, i.e., those consisting of veins associated with ancient faults, represent the major source of gold in Canada, but these deposits form very difficult exploration targets. Gold is one of the most profitable commodities in the Canadian mineral industry, directly contributing to the overall wealth of remote communities. Therefore, the development new and […]

As oxygen demand increases (e.g., exercise), the availability of oxygen decreases (e.g., high altitude) or cardiopulmonary function is impaired (e.g., respiratory disease), our cardiopulmonary system works at a greater percentage of its maximal capacity to supply oxygenated blood to tissues. Currently, there is no reliable way of determining the blood flow to the respiratory muscles. […]

Au cours de ce projet, nous souhaitons fermer des sacs en plastique utilisés pour l’industrie agroalimentaire et l’agriculture. Les problèmes principaux du sujet sont d’une part la méthode de fermeture, qui consiste à faire partiellement fondre la matière grâce à des ondes sonores à hautes fréquences transmisses précisément à la matière. Et d’autre part il […]

The project aims to design and fabricate high-performance perovskite solar cells for commercialization. Suitable fabrication methods will be employed for preparing perovskite solar cell samples in large-scale while characterizing both perovskite films and devices by utilizing a myriad of techniques. The characterization methods will provide better insight and invaluable date of the operation of perovskites […]