Zobrazeno 1 - 10
of 444
pro vyhledávání: '"Sun, Guo-Hua"'
This study investigates the efficacy of Stochastic Hill Climbing with Random Restarts (SHC-RR) compared to Local Search (LS) strategies within the Quantum Approximate Optimization Algorithm (QAOA) framework across various problem models. Employing un
Externí odkaz:
http://arxiv.org/abs/2405.08941
In this paper, we employ PCA and t-SNE analysis to gain deeper insights into the behavior of entangled and non-entangled mixing operators within the Quantum Approximate Optimization Algorithm (QAOA) at varying depths. Our study utilizes a dataset of
Externí odkaz:
http://arxiv.org/abs/2306.11060
In this work we introduce a quantum sorting algorithm with adaptable requirements of memory and circuit depth, and then use it to develop a new quantum version of the classical machine learning algorithm known as k-nearest neighbors (k-NN). Both the
Externí odkaz:
http://arxiv.org/abs/2204.03761
Autor:
Wang, Hao, Han, Ya-Lu, Su, Fang-Yuan, Yi, Zong-Lin, Xie, Li-Jing, Sun, Guo-Hua, Huang, Xian-Hong, Chen, Jing-Peng, Li, Xiao-Ming, Wang, Zhen-Bing, Chen, Cheng-Meng
Publikováno v:
In Journal of Power Sources 30 April 2024 600
Publikováno v:
In Physica A: Statistical Mechanics and its Applications 1 February 2024 635
Quantum Computing and especially Quantum Machine Learning, in a short period of time, has gained a lot of interest through research groups around the world. This can be seen in the increasing number of proposed models for pattern classification apply
Externí odkaz:
http://arxiv.org/abs/2011.02831
Publikováno v:
Frontier of Physics, 2019
Using the single-mode approximation, we first calculate entanglement measures such as negativity ($1-3$ and $1-1$ tangles) and von Neumann entropy for a tetrapartite W-Class system in noninertial frame and then analyze the whole entanglement measures
Externí odkaz:
http://arxiv.org/abs/1911.03399
Autor:
Jia, Xiao-Yang, Yi, Zong-Lin, Xu, Ran, Zhang, Wang-Gang, Wei, Ai-Li, Xie, Li-Jing, Sun, Guo-Hua, Liu, Yi-Ming, Chen, Cheng-Meng
Publikováno v:
In Applied Surface Science 30 August 2023 629
We apply quantum model inspired on the classical Bayesian method also called mutual information to study the multipartite correlation in quantum images by using the flexible representation of quantum images (FRQI). This can be reflected by considerin
Externí odkaz:
http://arxiv.org/abs/1812.11053
Autor:
Torres-Arenas, Ariadna J., Lopez-Zuniga, Edgar O., Saldana-Herrera, J. Antonio, Dong, Qian, Sun, Guo-Hua, Dong, Shi-Hai
We present the entanglement measures of a tetrapartite W-Class entangled system in noninertial frame, where the transformation between Minkowski and Rindler coordinates is applied. Two cases are considered. First, when one qubit has uniform accelerat
Externí odkaz:
http://arxiv.org/abs/1810.03951