# Application of tensor product of graphs in real life.

I was going through the book HANDBOOK OF PRODUCT GRAPHS by Richard Hammack, Wilfried Imrich, and Sandi Klavzar. In the preface section, application of direct product of graphs is mentioned.

I am interested in gaining more information about the real life applications of other graph products. Can anyone suggest me a link or good book as a reference? This will be very helpful to me. Thanks a lot for giving time.

$1.$ Graphs arising in chemistry are a primary source of examples for graph theory: chemical trees, and fullerenes are just a few of the examples. After a molecule is represented as a graph, the primary goal of chemical graph theory is to investigate the graph and to predict the molecule’s properties by computing carefully selected graph invariants. The Wiener index is the oldest such invariant.
$2.$ Another application includes a graph invariant called windex, introduced by Chung, Graham, and Saks in the context of dynamic location theory. It is closely connected to Cartesian products of complete graphs. These graphs are also known as known as Hamming graphs.
$3.$ Networks arise in many different areas, such as mathematical chemistry, software technology, and operations research. And, the investigation of very complex graphs and networks became an important research topic in the last decade, coinciding with increased interest in the Internet, citation networks, and neural networks. To model large networks, Kronecker Graphs are used.