Quantum physics has changed the way we understand our environment, and one of its
branches, quantum mechanics, has demonstrated accurate and consistent theoretical …

Quantum computing is a game-changing technology for global academia, research centers
and industries including computational science, mathematics, finance, pharmaceutical …

The emerging field of quantum computing has shown it might change how we process
information by using the unique principles of quantum mechanics. As researchers continue …

Achieving high-performance computation on quantum systems is challenging, requiring
integration between quantum and classical computing resources. This study presents a …

Quantum computing has emerged as a promising technology capable of solving complex
computational problems more efficiently than classical computers. Among the various …

Variational quantum algorithms (VQAs) have emerged as a promising near-term technique
to explore practical quantum advantage on noisy intermediate-scale quantum (NISQ) …

Recent advances in both quantum computing and machine learning have focused
significant attention on efforts to combine these two fascinating technologies. The quantum …

Quantum learning models hold the potential to bring computational advantages over the
classical realm. As powerful quantum servers become available on the cloud, ensuring the …

Quantum Machine Learning (QML) is one of promising applications for near-term quantum
computing. Two popular methods in QML are kernel methods and variational methods …

This tutorial intends to introduce readers with a background in AI to quantum machine
learning (QML)--a rapidly evolving field that seeks to leverage the power of quantum …