“…, d n ), I is the identity matrix, and J is the all-1 matrix. See, for instance, Haemers and Omidi [15], Ahmadi, Alinaghipour, Fallat, Fan, Meagher, and Nasserasr [1], or Farrugia and Sciriha [10]. Thus, for given values of the coefficients (c 1 , c 2 , c 3 , c 4 ), the universal adjacency matrix particularizes to important matrices used in algebraic graph theory, such as the adjacency matrix (1, 0, 0, 0), the Laplacian (−1, 1, 0, 0), the signless Laplacian (1, 1, 0, 0), and the Seidel matrix (−2, 0, −1, 1).…”