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Quantum computing for finance
Quantum computers are expected to surpass the computational capabilities of classical
computers and have a transformative impact on numerous industry sectors. We present a …
computers and have a transformative impact on numerous industry sectors. We present a …
A survey on quantum computational finance for derivatives pricing and VaR
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 …
derivative pricing and the computation of risk estimators like Value at Risk. After a brief …
Efficient quantum amplitude encoding of polynomial functions
Loading functions into quantum computers represents an essential step in several quantum
algorithms, such as quantum partial differential equation solvers. Therefore, the inefficiency …
algorithms, such as quantum partial differential equation solvers. Therefore, the inefficiency …
GASP: a genetic algorithm for state preparation on quantum computers
The efficient preparation of quantum states is an important step in the execution of many
quantum algorithms. In the noisy intermediate-scale quantum (NISQ) computing era, this is a …
quantum algorithms. In the noisy intermediate-scale quantum (NISQ) computing era, this is a …
SVD entanglement entropy
A bstract In this paper, we introduce a new quantity called SVD entanglement entropy. This
is a generalization of entanglement entropy in that it depends on two different states, as in …
is a generalization of entanglement entropy in that it depends on two different states, as in …
Quantum algorithms for approximate function loading
Loading classical data into quantum computers represents an essential stage in many
relevant quantum algorithms, especially in the field of quantum machine learning. Therefore …
relevant quantum algorithms, especially in the field of quantum machine learning. Therefore …
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 …
loader (WSL). The WSL approximates quantum states defined by real-value functions of …
Optimal tuning of quantum generative adversarial networks for multivariate distribution loading
G Agliardi, E Prati - Quantum Reports, 2022 - mdpi.com
Loading data efficiently from classical memories to quantum computers is a key challenge of
noisy intermediate-scale quantum computers. Such a problem can be addressed through …
noisy intermediate-scale quantum computers. Such a problem can be addressed through …
Variational quantum simulation of partial differential equations: applications in colloidal transport
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 …
for solving partial differential equations using real-amplitude ansätze with full circular …
Automatic quantum circuit encoding of a given arbitrary quantum state
T Shirakawa, H Ueda, S Yunoki - Physical Review Research, 2024 - APS
We introduce an quantum-classical hybrid algorithm, named automatic quantum circuit
encoding (AQCE), that is designed to encode an arbitrary quantum state| Ψ〉 onto an …
encoding (AQCE), that is designed to encode an arbitrary quantum state| Ψ〉 onto an …