Let be a simple graph on a finite vertex set and let be its adjacency matrix. Then is said to be singular if and only if is an eigenvalue of The nullity (singularity) of denoted by ${\rm null}(\Gamma),0$ in the spectrum of In 1957, Collatz and Sinogowitz \cite{von1957spektren} posed the problem of characterizing singular graphs. Singular graphs have important applications in mathematics and science. The chemical importance of singular graphs lies in the fact that if the nullity for the molecular graph is greater than zero then the corresponding chemical compound is highly reactive or unstable. By this reason, the chemists have a great interest in this problem. The general problem of characterising singular graphs is easy to state but it seems too difficult. In this work, we investigate this problem for graphs in general and graphs with a vertex transitive group of automorphisms. In some cases we determine the nullity of such graphs. We characterize singular Cayley graphs over cyclic groups. We show that vertex transitive graphs with is prime are non-singular.

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