This book introduces a new definition of Von Neumann regular graph of commutative ring R called Pseudo-Von Neumann regular graph of commutative ring. It is denoted by P-VG(R) where the vertices of the graph represent the elements of R such that there is an edge between the two vertices a and b if and only if a=a^2 b or b=b^2 a. This study reaches important results related to P-VG(R) like chromatic number of some P-VG(R) graphs and chromatic numbers of P-VG(R) graphs of Cartesian product of rings as well as computed topological indices such as eccentricity connectivity sum connectivity forgotten first and second zegrab Atom Bond Connectivity Geometric-Arithmetic and Harmonic indices of Pseudo-Von Neumann regular graphs of R=Z_p and R=Z_(p^i ).
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