Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Log inSign up
Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Blog
Job Board
Q3AS

© 2026 Aqora Quantum S.A.S.

TermsPrivacyLegal Notice

arXiv:1407.5663 · Discrete Mathematics

Graphs whose normalized Laplacian matrices are separable as density matrices in quantum mechanics

Chai Wah Wu

Published Dec 22, 2015• 5 citations
arXivHTMLPDF
DOI
10.1016/j.disc.2015.12.001

Related papers

The Laplacian of a Graph as a Density Matrix: A Basic Combinatorial Approach to Separability of Mixed States

Samuel L. Braunstein, Sibasish Ghosh, Simone Severini B

arXiv:quant-ph/0406165•Annals of Combinatorics•Dec 1, 2006•145 citations

Conditions for separability in generalized Laplacian matrices and diagonally dominant matrices as density matrices

Chai Wah Wu

arXiv:quant-ph/0508163•Physics Letters A•Oct 27, 2005•25 citations

Entanglement and separability of graph Laplacian quantum states

Anoopa Joshi, Parvinder Singh, Atul Kumar

Quantum Information Processing•Apr 1, 2022•1 citation

Multipartite Separability of Density Matrices of Graphs

Hui Zhao, Jing-Yun Zhao, Naihuan Jing

arXiv:1708.00883•International Journal of Theoretical Physics•Jul 17, 2018•1 citation

Convexity and the separability problem of quantum mechanical density matrices

A. O. Pittenger, Morton H. Rubin

arXiv:quant-ph/0103038•Linear Algebra and its Applications•May 1, 2002•41 citations

Multipartite Separability of Laplacian Matrices of Graphs

Chai Wah Wu

Recently, Braunstein et al. introduced normalized Laplacian matrices of graphs as density matrices in quantum mechanics and studied the relationships between quantum physical properties and graph theoretical properties of the underlying graphs. We provide further results on the multipartite separability of Laplacian matrices of graphs. In particular, we identify complete bipartite graphs whose normalized Laplacian matrix is multipartite entangled under any vertex labeling. Furthermore, we give conditions on the vertex degrees such that there is a vertex labeling under which the normalized Laplacian matrix is entangled. These results address an open question raised in Braunstein et al. Finally, we show that the Laplacian matrix of any product of graphs (strong, Cartesian, tensor, lexicographical, etc.) is multipartite separable, extending analogous results for bipartite and tripartite separability.

The Electronic Journal of Combinatorics•May 15, 2009•11 citations
Recently, Braunstein et al. introduced normalized Laplacian matrices of graphs as density matrices in quantum mechanics and studied the relationships between quantum physical properties and graph theoretical properties of the underlying graphs. We provide further results on the multipartite separability of Laplacian matrices of graphs. In particular, we identify complete bipartite graphs whose normalized Laplacian matrix is multipartite entangled under any vertex labeling. Furthermore, we give conditions on the vertex degrees such that there is a vertex labeling under which the normalized Laplacian matrix is entangled. These results address an open question raised in Braunstein et al. Finally, we show that the Laplacian matrix of any product of graphs (strong, Cartesian, tensor, lexicographical, etc.) is multipartite separable, extending analogous results for bipartite and tripartite separability.