321 citations
- Max Planck Institute for MathematicsDE141 papers
- Max Planck Institute for Mathematics in the SciencesDE139 papers
- Chinese Academy of SciencesCN28 papers
- China University of Petroleum, East ChinaCN19 papers
- Tsinghua UniversityCN17 papers
- University of BonnDE16 papers
- Institute of PhysicsPL15 papers
- South China University of TechnologyCN14 papers
- University of Chinese Academy of SciencesCN14 papers
- Zhejiang UniversityCN13 papers
- Beijing Normal UniversityCN12 papers
- Hangzhou Dianzi UniversityCN11 papers
24 papers · 1 filter
Tensor networks for interpretable and efficient quantum-inspired machine learning
Shi-Ju Ran, Gang Su
It is a critical challenge to simultaneously gain high interpretability and efficiency with the current schemes of deep machine learning (ML). Tensor network (TN), which is a well-…
Determination of the phonon sidebands in the photoluminescence spectrum of semiconductor nanoclusters from ab initio calculations
Peng Han, Gabriel Bester
We propose a theoretical approach based on (constrained) density functional theory and the Franck-Condon approximation for the calculation of the temperature dependent photolumines…
Polygamy relation of quantum correlations with equality
Zhi-Xiang Jin, Bing Yu, Xue-Na Zhu +2
We provide a generalized definition of polygamy relations for any quantum correlation measures. Instead of the usual polygamy inequality, a polygamy relation with equality is given…
Variational quantum algorithms for Poisson equations based on the decomposition of sparse Hamiltonians
Hui-Min Li, Zhi-Xi Wang, Shao-Ming Fei
Solving a Poisson equation is generally reduced to solving a linear system with a coefficient matrix of entries , , from the discretized Poisson equation…
Entanglement Verification with Deep Semi-supervised Machine Learning
Lifeng Zhang, Zhihua Chen, Shao-Ming Fei
Quantum entanglement lies at the heart in quantum information processing tasks. Although many criteria have been proposed, efficient and scalable methods to detect the entanglement…
Detection of Genuine Multipartite Entanglement in Arbitrary Multipartite systems
Yu Lu, Shao-Ming Fei
We study the genuine multipartite entanglement of arbitrary -partite quantum states by representing the density matrices in terms of the generalized Pauli operators. We introduc…