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/Research

Quantum Computing
Software

Stewart Blusson Quantum Matter Institute
NSERC CREATE Undergraduate Research Grant in QC 2022

Prof. Roman Krems Group

Main Project

K-Forrelation Dataset for Benchmarking Hybrid Classical-Quantum Classifiers

The first-ever algorithm for generating the k-Forrelation dataset, which proved the universal expressiveness of kernel machine learning on a quantum computer

Exploratory Projects

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Structural Encoding Policy for Quantum Classifiers

Can quantum classifiers benefit from an encoding policy that dynamically changes the structure of the encoding layer depending on each example?

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Quantum Generative Adversarial Network for k-Forrelation Dataset

Investigates whether Quantum Generative Adversarial Network (QuGAN) can be used to generate the k-Forrelation Dataset.

MIT iQuHACK 2022

Telehealth video conference solution protected by quantum key distribution

Created a server to host video conferences between a provider and multiple clients with end-to-end quantum encryption using the BB84 protocol

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