“…of 1541, 1431 and 1321 bond-types, based on our previous works [7,8,22,23,[33][34][35][36], a new cluster-type index method (CTIM-3) has been proposed. In CTIM-3, a basic cluster can be expressed by nine-integer index of (N, n 1 , n 2 , n 3 , n 4 , n 5 , n 6 , n 7 , n 8 ), where N is the number of nearest-neighbour atoms of the central atom, namely, the coordination number (CN), and n 1 , n 2 , n 3 , n 4 , n 5 , n 6 , n 7 , n 8 in turn denote the numbers of 1441, 1551, 1661, 1421, 1422, 1541, 1431 and 1321bond-types, respectively.…”