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 …

Quantum machine learning: from physics to software engineering

A Melnikov, M Kordzanganeh, A Alodjants… - Advances in Physics …, 2023 - Taylor & Francis
Quantum machine learning is a rapidly growing field at the intersection of quantum
technology and artificial intelligence. This review provides a two-fold overview of several key …

[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 …

Quantum information processing with superconducting circuits: a review

G Wendin - Reports on Progress in Physics, 2017 - iopscience.iop.org
During the last ten years, superconducting circuits have passed from being interesting
physical devices to becoming contenders for near-future useful and scalable quantum …

[HTML][HTML] Quantum principal component analysis

S Lloyd, M Mohseni, P Rebentrost - Nature physics, 2014 - nature.com
The usual way to reveal properties of an unknown quantum state, given many copies of a
system in that state, is to perform measurements of different observables and to analyse the …

Observation of separated dynamics of charge and spin in the fermi-hubbard model

F Arute, K Arya, R Babbush, D Bacon, JC Bardin… - arxiv preprint arxiv …, 2020 - arxiv.org
Strongly correlated quantum systems give rise to many exotic physical phenomena,
including high-temperature superconductivity. Simulating these systems on quantum …

Twin-image-free holography: a compressive sensing approach

W Zhang, L Cao, DJ Brady, H Zhang, J Cang, H Zhang… - Physical review …, 2018 - APS
Holographic reconstruction is troubled by the phase-conjugate wave front arising from
Hermitian symmetry of the complex field. The so-called twin image obfuscates the …

Imaging with a small number of photons

PA Morris, RS Aspden, JEC Bell, RW Boyd… - Nature …, 2015 - nature.com
Low-light-level imaging techniques have application in many diverse fields, ranging from
biological sciences to security. A high-quality digital camera based on a multi-megapixel …

Data based identification and prediction of nonlinear and complex dynamical systems

WX Wang, YC Lai, C Grebogi - Physics Reports, 2016 - Elsevier
The problem of reconstructing nonlinear and complex dynamical systems from measured
data or time series is central to many scientific disciplines including physical, biological …

Quantum algorithm for data fitting

N Wiebe, D Braun, S Lloyd - Physical review letters, 2012 - APS
We provide a new quantum algorithm that efficiently determines the quality of a least-
squares fit over an exponentially large data set by building upon an algorithm for solving …