8 citations · 12 across the 3 of their papers we have counts for
4 papers · 1 filter
An efficient quantum algorithm for independent component analysis
Xiao-Fan Xu, Cheng Xue, Zhao-Yun Chen +2
Independent component analysis (ICA) is a fundamental data processing technique to decompose the captured signals into as independent as possible components. Computing the contrast…
Quantum Finite Volume Method for Computational Fluid Dynamics with Classical Input and Output
Zhao-Yun Chen, Cheng Xue, Si-Ming Chen +5
Computational fluid dynamics (CFD) is a branch of fluid mechanics that uses numerical methods to solve fluid flows. The finite volume method (FVM) is an important one. In FVM, spac…
VQNet: Library for a Quantum-Classical Hybrid Neural Network
Zhao-Yun Chen, Cheng Xue, Si-Ming Chen +1
Deep learning is a modern approach to realize artificial intelligence. Many frameworks exist to implement the machine learning task; however, performance is limited by computing re…
64-Qubit Quantum Circuit Simulation
Zhao-Yun Chen, Qi Zhou, Cheng Xue +3
Classical simulations of quantum circuits are limited in both space and time when the qubit count is above 50, the realm where quantum supremacy reigns. However, recently, for the…