Challenges and opportunities in quantum optimization

A Abbas, A Ambainis, B Augustino, A Bärtschi… - Nature Reviews …, 2024 - nature.com
Quantum computers have demonstrable ability to solve problems at a scale beyond brute-
force classical simulation. Interest in quantum algorithms has developed in many areas …

Quantum algorithms: an overview

A Montanaro - npj Quantum Information, 2016 - nature.com
Quantum computers are designed to outperform standard computers by running quantum
algorithms. Areas in which quantum algorithms can be applied include cryptography, search …

Scalable circuits for preparing ground states on digital quantum computers: The Schwinger model vacuum on 100 qubits

RC Farrell, M Illa, AN Ciavarella, MJ Savage - PRX Quantum, 2024 - APS
The vacuum of the lattice Schwinger model is prepared on up to 100 qubits of IBM's Eagle-
processor quantum computers. A new algorithm to prepare the ground state of a gapped …

Adiabatic quantum computation

T Albash, DA Lidar - Reviews of Modern Physics, 2018 - APS
Adiabatic quantum computing (AQC) started as an approach to solving optimization
problems and has evolved into an important universal alternative to the standard circuit …

Emerging quantum computing algorithms for quantum chemistry

M Motta, JE Rice - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
Digital quantum computers provide a computational framework for solving the Schrödinger
equation for a variety of many‐particle systems. Quantum computing algorithms for the …

[BOOK][B] Quantum machine learning: what quantum computing means to data mining

P Wittek - 2014 - books.google.com
Quantum Machine Learning bridges the gap between abstract developments in quantum
computing and the applied research on machine learning. Paring down the complexity of the …

[BOOK][B] Introduction to quantum control and dynamics

D d'Alessandro - 2021 - taylorfrancis.com
The introduction of control theory in quantum mechanics has created a rich, new
interdisciplinary scientific field, which is producing novel insight into important theoretical …

Adiabatic quantum computation is equivalent to standard quantum computation

D Aharonov, W Van Dam, J Kempe, Z Landau, S Lloyd… - SIAM review, 2008 - SIAM
The model of adiabatic quantum computation is a relatively recent model of quantum
computation that has attracted attention in the physics and computer science communities …

The prospects of quantum computing in computational molecular biology

C Outeiral, M Strahm, J Shi, GM Morris… - Wiley …, 2021 - Wiley Online Library
Quantum computers can in principle solve certain problems exponentially more quickly than
their classical counterparts. We have not yet reached the advent of useful quantum …

[BOOK][B] An introduction to quantum computing

P Kaye, R Laflamme, M Mosca - 2006 - books.google.com
This concise, accessible text provides a thorough introduction to quantum computing-an
exciting emergent field at the interface of the computer, engineering, mathematical and …