Qubit System

Qubit systems are the fundamental building blocks of quantum computers, and research focuses on efficiently controlling and manipulating their quantum states for computation. Current efforts concentrate on developing advanced compilation techniques, often employing machine learning models like variational quantum circuits and reinforcement learning algorithms, to optimize quantum gate sequences and improve the fidelity of quantum state preparation. These advancements are crucial for scaling up quantum computers and enabling practical applications in areas such as quantum simulation and quantum machine learning, ultimately impacting fields ranging from materials science to drug discovery.