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 …

Quantum walks: a comprehensive review

SE Venegas-Andraca - Quantum Information Processing, 2012 - Springer
Quantum walks, the quantum mechanical counterpart of classical random walks, is an
advanced tool for building quantum algorithms that has been recently shown to constitute a …

Quantum walks on a programmable two-dimensional 62-qubit superconducting processor

M Gong, S Wang, C Zha, MC Chen, HL Huang, Y Wu… - Science, 2021 - science.org
Quantum walks are the quantum mechanical analog of classical random walks and an
extremely powerful tool in quantum simulations, quantum search algorithms, and even for …

Large-scale silicon quantum photonics implementing arbitrary two-qubit processing

X Qiang, X Zhou, J Wang, CM Wilkes, T Loke… - Nature …, 2018 - nature.com
Photonics is a promising platform for implementing universal quantum information
processing. Its main challenges include precise control of massive circuits of linear optical …

Quantum walks of correlated photons

A Peruzzo, M Lobino, JCF Matthews, N Matsuda… - Science, 2010 - science.org
Quantum walks of correlated particles offer the possibility of studying large-scale quantum
interference; simulating biological, chemical, and physical systems; and providing a route to …

Universal computation by quantum walk

AM Childs - Physical review letters, 2009 - APS
In some of the earliest work on quantum computing, Feynman showed how to implement
universal quantum computation with a time-independent Hamiltonian. I show that this …

Tweezer-programmable 2D quantum walks in a Hubbard-regime lattice

AW Young, WJ Eckner, N Schine, AM Childs… - Science, 2022 - science.org
Quantum walks provide a framework for designing quantum algorithms that is both intuitive
and universal. To leverage the computational power of these walks, it is important to be able …

Quantum walk algorithm for element distinctness

A Ambainis - SIAM Journal on Computing, 2007 - SIAM
We use quantum walks to construct a new quantum algorithm for element distinctness and
its generalization. For element distinctness (the problem of finding two equal items among N …

Efficient quantum algorithms for simulating sparse Hamiltonians

DW Berry, G Ahokas, R Cleve, BC Sanders - … in Mathematical Physics, 2007 - Springer
We present an efficient quantum algorithm for simulating the evolution of a quantum state for
a sparse Hamiltonian H over a given time t in terms of a procedure for computing the matrix …

Colloquium: Quantum annealing and analog quantum computation

A Das, BK Chakrabarti - Reviews of Modern Physics, 2008 - APS
The recent success in quantum annealing, ie, optimization of the cost or energy functions of
complex systems utilizing quantum fluctuations is reviewed here. The concept is introduced …