Quantum optimal control, a toolbox for devising and implementing the shapes of external
fields that accomplish given tasks in the operation of a quantum device in the best way …

The development of estimation and control theories for quantum systems is a fundamental
task for practical quantum technology. This vision article presents a brief introduction to …

Quantum metrology can achieve far better precision than classical metrology, and is one of
the most important applications of quantum technologies in the real world. To attain the …

Efficient approaches to quantum control and feedback are essential for quantum
technologies, from sensing to quantum computation. Open-loop control tasks have been …

Variational quantum algorithms (VQAs) are promising methods to demonstrate quantum
advantage on near-term devices as the required resources are divided between a quantum …

The quantum approximate optimization algorithm (QAOA), as a hybrid quantum/classical
algorithm, has received much interest recently. QAOA can also be viewed as a variational …

Optimal control is highly desirable in many current quantum systems, especially to realize
tasks in quantum information processing. We introduce a method based on differentiable …

Quantum computing enables quantum neural networks (QNNs) to have great potential to
surpass artificial neural networks. The powerful generalization of neural networks is …

In the noisy intermediate-scale quantum era, optimal digitized pulses are requisite for
efficient quantum control. This goal is translated into dynamic programming, in which a deep …

Classical probability distributions on sets of sequences can be modeled using quantum
states. Here, we do so with a quantum state that is pure and entangled. Because it is …