This project will develop a hybrid framework by integrating AI and machine learning methods with tabular information extraction and semantic modeling to improve the state-of-the-art precision and recall in tabular detection while maximizing the value of extracted information for industrial applications. Following a properly designed pre-processing stage to improve the outcomes of AI techniques, the […]

Polymer translocation is the process by which a long polymer molecule is forced to move through a nanoscopic hole in a wall in order to move from one side of the wall to the other. Many lower-resolution devices can be built using the general idea of forced polymer or macromolecule translocation, e.g. in the fields […]

Poor cognitive and academic outcomes are common consequences for children growing up in economically poor families. Poverty is associated with alterations in brain development, communication and cognitive skills. Children living in poverty are exposed to poverty-related risk factors and stressors, including less language exposure. Little is known about the early development of language and cognitive […]

Shopify has a well-developed partnership with universities for a work-integrated Bachelor of Computer Science degree. It is in their best interest to see their student interns successfully transition to the work place. In the application part of this study, we will use a fuzzy cognitive map (that is, a special type of a graph) to […]

The development of microelectronics based essentially on miniaturization in the previous century has given rise to other sectors in this area including the ability to design, develop new materials especially in the form of thin layers that may have new properties that will lead to the design and manufacture of devices for a wide variety […]

Black holes are very intriguing astronomical objects. They do not emit light, so we can only get indirect evidence about their existence. When it comes down to understanding how they change in time, things get more complicated. Stephen Hawking argued that black holes have a finite lifetime. The question that arises then is, what happens […]

Piles are implemented as foundation to support the structure by aim of transferring load to the surrounding soil and/or to a firmer stratum. Pile foundation supports majority of structural elements of oil and gas and infrastructure projects in Alberta. In most of these projects, driven steel pipes or H-piles are used. This research is aim […]

Pregnant women with a body mass index >=35 kg/m2 are at risk for pregnancy complications that can impact both the mom and growing baby. Previous research suggests that women with a high BMI may experience weight stigma during their prenatal care appointments and this may lead to low compliance with healthcare provider recommendations and reduce […]

Plate tectonics is a major driver of ore formation in the Earth’s crust. The metals contained in those deposits are critical to our global economy but are increasingly difficult to find. Many deposits were formed at microplate boundaries that provided the melt and fluid pathways for metals; however, the processes leading to microplate formation in […]

The 24-hour light-dark cycle dictates the organization of life in most species on this planet. Internal timekeepers, so called circadian clocks, help to anticipate recurring daily changes and orchestrate the body’s physiological functions accordingly. In mammals, the core clock resides in the suprachiasmatic nucleus (SCN) and is synchronized by light. The SCN projects to several […]

Building a high throughput vacuum chamber for our group’s transient grading spectroscopy (TGS) project, which uses picosecond, ultrasonic laster acoustics to probe the sub-surface, thermo-elastic properties of materials. We are particularly interested to study the thermal diffusivity of material under irradiation, which requires probe depths of single microns conducted in vacuum. Our current chamber is […]

Formal verification involves with proving properties about a system to make sure that the system is not free of bugs. There are two main methods for verification which are called model checking and theorem proving. Most current approaches to systems biology rely on model checking. Model checking is more automatic but not as general and […]