Learning quantum systems

V Gebhart, R Santagati, AA Gentile, EM Gauger… - Nature Reviews …, 2023 - nature.com
The future development of quantum technologies relies on creating and manipulating
quantum systems of increasing complexity, with key applications in computation, simulation …

Machine learning & artificial intelligence in the quantum domain: a review of recent progress

V Dunjko, HJ Briegel - Reports on Progress in Physics, 2018 - iopscience.iop.org
Quantum information technologies, on the one hand, and intelligent learning systems, on the
other, are both emergent technologies that are likely to have a transformative impact on our …

[HTML][HTML] Gate set tomography

E Nielsen, JK Gamble, K Rudinger, T Scholten… - Quantum, 2021 - quantum-journal.org
Gate set tomography (GST) is a protocol for detailed, predictive characterization of logic
operations (gates) on quantum computing processors. Early versions of GST emerged …

[PDF][PDF] Mitigation of readout noise in near-term quantum devices by classical post-processing based on detector tomography

FB Maciejewski, Z Zimborás, M Oszmaniec - Quantum, 2020 - quantum-journal.org
We propose a simple scheme to reduce readout errors in experiments on quantum systems
with finite number of measurement outcomes. Our method relies on performing classical …

Generalized quantum measurements on a higher-dimensional system via quantum walks

X Wang, X Zhan, Y Li, L Xiao, G Zhu, D Qu, Q Lin… - Physical Review Letters, 2023 - APS
Quantum measurements play a fundamental role in quantum mechanics. Especially,
generalized quantum measurements provide a powerful and versatile tool to extract …

Detector tomography on IBM quantum computers and mitigation of an imperfect measurement

Y Chen, M Farahzad, S Yoo, TC Wei - Physical Review A, 2019 - APS
We use quantum detector tomography to characterize the qubit readout in terms of
measurement positive operator-valued measures (POVMs) on IBM quantum computers IBM …

Continuous-variable optical quantum-state tomography

AI Lvovsky, MG Raymer - Reviews of modern physics, 2009 - APS
This review covers the latest developments in continuous-variable quantum-state
tomography of optical fields and photons, placing a special emphasis on its practical aspects …

Device-independent quantum key distribution secure against collective attacks

S Pironio, A Acín, N Brunner, N Gisin… - New Journal of …, 2009 - iopscience.iop.org
Device-independent quantum key distribution (DIQKD) represents a relaxation of the
security assumptions made in usual quantum key distribution (QKD). As in usual QKD, the …

Experimental neural network enhanced quantum tomography

AM Palmieri, E Kovlakov, F Bianchi, D Yudin… - npj Quantum …, 2020 - nature.com
Quantum tomography is currently ubiquitous for testing any implementation of a quantum
information processing device. Various sophisticated procedures for state and process …

Tomography of quantum detectors

JS Lundeen, A Feito, H Coldenstrodt-Ronge… - Nature Physics, 2009 - nature.com
Measurement connects the world of quantum phenomena to the world of classical events. It
has both a passive role—in observing quantum systems—and an active one, in preparing …