Predicting Expressibility of Parameterized Quantum Circuits using Graph Neural Network

[PDF] arxiv.org

Graph Neural Networks for Parameterized Quantum Circuits Expressibility Estimation

S Aktar, A Bärtschi, D Oyen, S Eidenbenz… - arXiv preprint arXiv …, 2024 - arxiv.org
Parameterized quantum circuits (PQCs) are fundamental to quantum machine learning
(QML), quantum optimization, and variational quantum algorithms (VQAs). The expressibility …
相关文章 所有 3 个版本
[PDF] arxiv.org

Quantum Multi-Agent Reinforcement Learning for Aerial Ad-hoc Networks

TA Drăgan, A Tandon, C Strobel, JS Krauser… - arXiv preprint arXiv …, 2024 - arxiv.org
Quantum machine learning (QML) as combination of quantum computing with machine
learning (ML) is a promising direction to explore, in particular due to the advances in …
被引用次数：1 相关文章 所有 2 个版本