Modélisation mathématique pour l’étude de la motilité cellulaire

La motilité cellulaire joue un rôle central dans un grand nombre de processus physiologiques : la réponse immunitaire, le développement neuronal, le développement des cancers… pour ne citer qu’eux. Comprendre les mécanismes à l’origine des migrations cellulaires, ainsi que les réactions d’interaction est donc crucial. Il est établi que certaines protéines y jouent un rôle […]

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Coarse-graining using machine learning based methods

My Ph.D. research focuses on coarse-graining using machine learning-based methods and analytical theory for building physical models for multi-scale modeling. There are many reasons for performing simulations on simpler systems. In complex systems with large scales, we are concerned with the effective interactions and driving forces that emerge from the detailed descriptions of the systems. […]

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Quantum Proofs for Skeptical Verifiers

A verifier-prover — where a “prover” suggests an answer to a question, which is then checked by a “verifier” — is a powerful analytical tool in computer science. As an example, understanding the number of transactions required to answer a computational question in a prover-verifier setting offers insights into the difficulty of that computational problem. […]

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Mise en place d’Espace Données

Sommaire de la vision Espace Données Réunir les données de tous les domaines d’affaires des organisations scolaires du Québec dans le but de positionner la GRICS comme référence provinciale dans la valorisation, l’accès et la gouvernance des données en éducation. Objectif de la solution Espace Données Offrir aux Centres de services scolaires, aux commissions scolaires, […]

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Developing power line network modeling method considering wind effects

This project aims to develop and evaluate new geometric modeling algorithms of power line and building objects required for conducting power-line related asset risk analysis in challenging environment considering wind blowing effects. The project also aims to integrate newly developed algorithms into York University’s in-house power line modeling test bed and evaluate their performance using […]

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Squamish Employment Lands Model User Tool

In 2020, District of Squamish staff created a new Employment Space Demand Model as a key tool to support economic development and land use planning. The goal of this project was to better understand existing and planned supply of employment space throughout the District, and to offer data-driven forecasting for the potential demand for space […]

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Risk Analysis of Affordable Housing Mortgage Models

Habitat for Humanity (H4H) Halton-Mississauga (HM) provides affordable housing to families in the Halton-Mississauga region. This research project examines the viability – from a financial, organizational risk and family impact point of view – of different mortgage models. It is anticipated that the research would present practical and practicable analytics that would enable H4H-HM, and […]

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Ribosome population optimal control in protein expression

Expression of genes is one of the most essential biological processes underlying life. A fundamental part of this process is the translation of proteins, mediated by molecular machines known as ribosomes. Ribosomes contribute significantly to both cellular mass and energy consumption in the cell, which suggests that efficient management of ribosome population is crucial to […]

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Dimension reduction for microbiome data

Vast amounts of new data, including sequencing data from microbiome, generated by researchers and industry present challenging problems for extracting meaningful information. The main goal of this project is to develop a convenient software package to reduce the complexity of microbiome data, and more generally any kind of datasets showing similar properties. As this tool […]

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Modeling Commodity Marketplace for Proof of Work Networks

Recent market instability, volatility, and Bitcion (BTC) halving event combined to create significant challenges for this sector, resulting in many hashing power producers being forced into bankruptcy. The sector has grown very rapidly and has been plagued with boom-bust cycles that have been difficult for producers to weather due to the lack of hedging tools/financial […]

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Molecular decomposition of localizable Hardy spaces and applications

The theory of real Hardy spaces, denoted by Hp, and its local version hp, has been extensively developed since the 1960s. Among the countless important properties of these spaces, one can make note the atomic and molecular decomposition, which allows to describe a distribution on this space in terms of particular functions called atoms and […]

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