[HTML][HTML] A tutorial on optimal control and reinforcement learning methods for quantum technologies

L Giannelli, S Sgroi, J Brown, GS Paraoanu… - Physics Letters A, 2022 - Elsevier
Abstract Quantum Optimal Control is an established field of research which is necessary for
the development of Quantum Technologies. In recent years, Machine Learning techniques …

Introduction to quantum optimal control for quantum sensing with nitrogen-vacancy centers in diamond

P Rembold, N Oshnik, MM Müller, S Montangero… - AVS Quantum …, 2020 - pubs.aip.org
Diamond based quantum technology is a fast emerging field with both scientific and
technological importance. With the growing knowledge and experience concerning diamond …

Gate-set evaluation metrics for closed-loop optimal control on nitrogen-vacancy center ensembles in diamond

PJ Vetter, T Reisser, MG Hirsch, T Calarco… - npj Quantum …, 2024 - nature.com
A recurring challenge in quantum science and technology is the precise control of their
underlying dynamics that lead to the desired quantum operations, often described by a set of …

Progress in compensating pulse sequences for quantum computation

JT Merrill, KR Brown - Quantum Information and Computation …, 2014 - Wiley Online Library
This chapter examines a number of techniques for handling unwanted control errors,
including amplitude errors, timing errors, and frequency errors in the control field. The …

Optimizing for an arbitrary perfect entangler. II. Application

MH Goerz, G Gualdi, DM Reich, CP Koch, F Motzoi… - Physical Review A, 2015 - APS
The difficulty of an optimization task in quantum information science depends on the proper
mathematical expression of the physical target. Here we demonstrate the power of …

Hessian-based optimization of constrained quantum control

M Dalgaard, F Motzoi, JHM Jensen, J Sherson - Physical Review A, 2020 - APS
Efficient optimization of quantum systems is a necessity for reaching fault-tolerant
thresholds. A standard tool for optimizing simulated quantum dynamics is the gradient …

Optimal quantum optical control of spin in diamond

J Tian, T Du, Y Liu, H Liu, F Jin, RS Said, J Cai - Physical Review A, 2019 - APS
The nitrogen-vacancy (NV) center spin represents an appealing candidate for quantum
information processing. Besides the widely used microwave control, its coherent …

Advanced optimal control methods for spin systems

DL Goodwin - arXiv preprint arXiv:1803.10432, 2018 - arxiv.org
Work within this thesis advances optimal control algorithms for application to magnetic
resonance systems. Specifically, presenting a quadratically convergent version of the …

Suppressing decoherence and improving entanglement by quantum-jump-based feedback control in two-level systems

SC Hou, XL Huang, XX Yi - Physical Review A—Atomic, Molecular, and Optical …, 2010 - APS
We study the quantum-jump-based feedback control on the entanglement shared between
two qubits with one of them subject to decoherence while the other qubit is under the control …

Short composite quantum gate robust against two common systematic errors

S Kukita, H Kiya, Y Kondo - Journal of the Physical Society of Japan, 2022 - journals.jps.jp
Unavoidable systematic errors hinder precise quantum control. Pulse length error (PLE) and
off-resonance one (ORE) are typical systematic errors that are encountered during one-qubit …