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Tutorials

Four guided demonstrations connected to my research. Each tutorial opens a worked example with explanations and code; the notebooks are available separately.

Schematic of a neural quantum embedding circuit using DQC1

Quantum embedding · 2025

Neural Quantum Embedding via DQC1

Train a neural quantum embedding with deterministic quantum computation with one qubit, then compare classification performance.

Open tutorial →Notebook ↓

Plot illustrating margin-based quantum machine learning

Generalization · 2024

Quantum Margin Generalization

Generate data, train a quantum model, and examine how margins relate to generalization.

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Quantum embedding · 2023

Neural Quantum Embedding

Optimize a data embedding with a neural network and evaluate its effect on a quantum classifier.

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Quantum convolutional neural network circuit illustration

Quantum classification · 2022

Quantum Convolutional Neural Networks

Build and test a QCNN for classical image classification, from embedding and circuit design through training.

Open tutorial →Notebook ↓