Inférence causale pour mesurer le retour sur les investissements publicitaires

Même si les compagnies d’assurances investissent des sommes considérables en publicité, il leur est souvent difficile, voire impossible, de répondre précisément et avec confiance à la question « Combien de nouvelles soumissions d’assurances par des clients potentiels sont générées grâce à ces investissements publicitaires ? » Pourtant, des données sur les efforts publicitaires et les […]

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Changing Waters: Modeling Long-Term Fluxes of Phosphorus Under Changing Climate and Land Use in the North American Great Lakes Region

Participation in Mitacs Globalink will allow me to travel to Leipzig, Germany to pursue research at the Helmholtz-Centre for Environmental Research (UFZ). I will be working there as an undergraduate researcher within the Department of Computational Hydrosystems directly under Dr. Sabine Attinger. The aim of my project will be to learn and apply their mHM […]

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Rationality problems

Algebraic geometry is the study of algebraic varieties, geometric shapes that arise as solution sets to systems of polynomial equations. Algebraic geometry is a subject of central importance in contemporary mathematics, with multiple connections to other areas, such as number theory, combinatorics, representation theory, analysis, and theoretical physics. The simplest algebraic varieties are rational varieties. […]

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The Epidemiology of Fabry Disease and Metabolic Acidosis in Manitoba

The proposed project is for the postdoctoral fellow to access healthcare data for individual adults in the province of Manitoba in order to: 1) determine the rates of metabolic acidosis in Manitoba along with associated outcomes and risk factor profiles and 2) identify patients in Manitoba who are at high risk of Fabry disease but […]

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Ré-optimisation en temps réel pour la réfection de navires

La planification de la réfection d’un navire est une tâche difficile qui requiert un effort considérable en termes de ressources qu’il faut gérer. Elle comprend plusieurs centaines d’activités d’inspection, de désassemblage, de réparation, de remplacement, de reconversion, de modernisation et de réassemblage. De plus, il faut prendre en compte les contraintes d’espace qui limitent le […]

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Twisted foldings and double moment graphs

Schubert calculus is a well-established area of modern geometry that studies configurations and intersections of linear subspaces. Since its invention more than a century ago, it became one of the fundamental tools in different areas of mathematics, physics and computer science that deal with solving various types of linear equations. A typical question which is […]

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Privacy Guarantees and Risk Identification: Statistical Framework and Methodology

A risk-based approach to anonymization includes an assessment of the risk that an attack to reveal or uncover personal information will be realized, known as threat modelling, against the risk that an attack on the data will be successful (e.g., a re-identification). We wish to incorporate the provable guarantees of differential privacy into this assessment […]

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Modelling the Dependence between Loss Frequency and Loss Rate

Lending to various companies and individuals is a core business of banks. This lending activity comes with credit risk, namely the risk that some borrowers default and fail to make required payments. Estimating credit risk accurately is important for banks’ risk management. In this project, we analyze and model the dependence between loss frequency and […]

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Statistical Learning for Financial Time Series

Given a time series of returns for a portfolio of financial instruments, develop a model that accurately predicts returns which maximize profits. The objective function will take an input of financial indicators from the previous time interval and the returns from the current time interval. These indicators can explain relationships between financial instruments in the […]

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Creating an autonomous underwriting system for financing approval

This project aims build an autonomous underwriting system that can provide debt financing to small and medium enterprises (SMEs) in the technology sector without human intervention. The research will explore mathematical methods and key factors that are unique to evaluating creditworthiness of those SMEs. The result will be an underwriting system that incorporates statistical methods […]

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Phase-field crystal modeling of the interplay between nanostructure changes and ion transport in lithium-ion battery electrodes

The focus of my research is modelling graphene-hBN (graphene-hexagonal-boron nitride), a novel two-dimensional ceramic with the ability to allow for the measurement of both plastic and elastic strain. Mixing graphene with hBN augments the properties of the ceramic by making it stronger and more versatile. When exposed to an elastic strain, the ceramic will exhibit […]

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