Quantum computing for finance

D Herman, C Googin, X Liu, Y Sun, A Galda… - Nature Reviews …, 2023 - nature.com
Quantum computers are expected to surpass the computational capabilities of classical
computers and have a transformative impact on numerous industry sectors. We present a …

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 …

A survey of quantum computing for finance

D Herman, C Googin, X Liu, A Galda, I Safro… - arxiv preprint arxiv …, 2022 - arxiv.org
Quantum computers are expected to surpass the computational capabilities of classical
computers during this decade and have transformative impact on numerous industry sectors …

Data-driven next-generation smart grid towards sustainable energy evolution: techniques and technology review

F Ahsan, NH Dana, SK Sarker, L Li… - … and Control of …, 2023 - ieeexplore.ieee.org
Meteorological changes urge engineering communities to look for sustainable and clean
energy technologies to keep the environment safe by reducing CO 2 emissions. The …

[HTML][HTML] Constrained quantum optimization for extractive summarization on a trapped-ion quantum computer

P Niroula, R Shaydulin, R Yalovetzky, P Minssen… - Scientific Reports, 2022 - nature.com
Realizing the potential of near-term quantum computers to solve industry-relevant
constrained-optimization problems is a promising path to quantum advantage. In this work …

Recent advances for quantum neural networks in generative learning

J Tian, X Sun, Y Du, S Zhao, Q Liu… - … on Pattern Analysis …, 2023 - ieeexplore.ieee.org
Quantum computers are next-generation devices that hold promise to perform calculations
beyond the reach of classical computers. A leading method towards achieving this goal is …

Benchmarking simulated and physical quantum processing units using quantum and hybrid algorithms

M Kordzanganeh, M Buchberger… - Advanced Quantum …, 2023 - Wiley Online Library
Powerful hardware services and software libraries are vital tools for quickly and affordably
designing, testing, and executing quantum algorithms. A robust large‐scale study of how the …

Quantum service-oriented computing: current landscape and challenges

E Moguel, J Rojo, D Valencia, J Berrocal… - Software Quality …, 2022 - Springer
The development that quantum computing technologies are achieving is beginning to attract
the interest of companies that could potentially be users of quantum software. Thus, it is …

Qram: A survey and critique

S Jaques, AG Rattew - arxiv preprint arxiv:2305.10310, 2023 - arxiv.org
Quantum random-access memory (QRAM) is a mechanism to access data (quantum or
classical) based on addresses which are themselves a quantum state. QRAM has a long …

Preparing arbitrary continuous functions in quantum registers with logarithmic complexity

AG Rattew, B Koczor - arxiv preprint arxiv:2205.00519, 2022 - arxiv.org
Quantum computers will be able solve important problems with significant polynomial and
exponential speedups over their classical counterparts, for instance in option pricing in …