Zobrazeno 1 - 10
of 107
pro vyhledávání: '"Qin, Sujuan"'
Quantum Federated Learning (QFL) enables collaborative training of a Quantum Machine Learning (QML) model among multiple clients possessing quantum computing capabilities, without the need to share their respective local data. However, the limited av
Externí odkaz:
http://arxiv.org/abs/2312.11672
Applications of Time-Fractional Schrodinger Equations (TFSEs) to quantum processes are instructive for understanding and describing the time behavior of real physical systems. By applying three popular TFSEs, namely Naber's TFSE I, Naber's TFSE II, a
Externí odkaz:
http://arxiv.org/abs/2312.10488
Solving optimization problems with high performance is the target of existing works of Quantum Approximate Optimization Algorithm (QAOA). With this intention, we propose an advanced QAOA based on incremental learning, where the training trajectory is
Externí odkaz:
http://arxiv.org/abs/2311.02302
The Quantum Approximate Optimization Algorithm (QAOA) is an extensively studied variational quantum algorithm utilized for solving optimization problems on near-term quantum devices. A significant focus is placed on determining the effectiveness of t
Externí odkaz:
http://arxiv.org/abs/2310.06270
The Time-Fractional Schr\"odinger Equation (TFSE) is well-adjusted to study a quantum system interacting with its dissipative environment. The Quantum Speed Limit (QSL) time captures the shortest time required for a quantum system to evolve between t
Externí odkaz:
http://arxiv.org/abs/2305.00270
Autor:
Guo, MingChao, Pan, ShiJie, Li, WenMin, Gao, Fei, Qin, SuJuan, Yu, XiaoLing, Zhang, XuanWen, Wen, QiaoYan
Anomaly detection, an important branch of machine learning, plays a critical role in fraud detection, health care, intrusion detection, military surveillance, etc. As one of the most commonly used unsupervised anomaly detection algorithms, the Local
Externí odkaz:
http://arxiv.org/abs/2304.08710
Publikováno v:
中国工程科学, Vol 25, Iss 6, Pp 80-95 (2023)
The rapid development of quantum information has brought new opportunities and challenges to modern information technologies. As one of the popular research directions in the field of quantum information, quantum networks aim to utilize the fundament
Externí odkaz:
https://doaj.org/article/3fd164ff49e245d9898b9760593745c7
Publikováno v:
In Physica A: Statistical Mechanics and its Applications 15 August 2024 648
Publikováno v:
In Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena May 2024 182
Publikováno v:
Phys. Rev. A 104, 022418 (2021)
The Poisson equation has wide applications in many areas of science and engineering. Although there are some quantum algorithms that can efficiently solve the Poisson equation, they generally require a fault-tolerant quantum computer which is beyond
Externí odkaz:
http://arxiv.org/abs/2012.07014