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 …

A survey of quantum computing for finance

D Herman, C Googin, X Liu, A Galda, I Safro… - ar** from the barren plateau via gaussian initializations in deep variational quantum circuits
K Zhang, L Liu, MH Hsieh… - Advances in Neural …, 2022 - proceedings.neurips.cc
Variational quantum circuits have been widely employed in quantum simulation and
quantum machine learning in recent years. However, quantum circuits with random …

Quantum dynamical hamiltonian monte carlo

O Lockwood, P Weiss, F Aronshtein, G Verdon - Physical Review Research, 2024 - APS
One of the open challenges in quantum computing is to find meaningful and practical
methods to leverage quantum computation to accelerate classical machine-learning …

Quantum monte carlo integration: The full advantage in minimal circuit depth

S Herbert - Quantum, 2022 - quantum-journal.org
This paper proposes a method of quantum Monte Carlo integration that retains the full
quadratic quantum advantage, without requiring any arithmetic or quantum phase estimation …

[HTML][HTML] Quantum computing for fusion energy science applications

I Joseph, Y Shi, MD Porter, AR Castelli, VI Geyko… - Physics of …, 2023 - pubs.aip.org
This is a review of recent research exploring and extending present-day quantum computing
capabilities for fusion energy science applications. We begin with a brief tutorial on both …

Efficient quantum state preparation with walsh series

J Zylberman, F Debbasch - Physical Review A, 2024 - APS
An approximate quantum state preparation method is introduced, called the Walsh series
loader (WSL). The WSL approximates quantum states defined by real-value functions of …

A survey on quantum computational finance for derivatives pricing and VaR

A Gómez, Á Leitao, A Manzano, D Musso… - … methods in engineering, 2022 - Springer
We review the state of the art and recent advances in quantum computing applied to
derivative pricing and the computation of risk estimators like Value at Risk. After a brief …

Variational quantum simulation of partial differential equations: applications in colloidal transport

FY Leong, DE Koh, WB Ewe, JF Kong - … Methods for Heat & Fluid Flow, 2023 - emerald.com
Purpose This study aims to assess the use of variational quantum imaginary time evolution
for solving partial differential equations using real-amplitude ansätze with full circular …