Methods, systems, and computer program products for generating theoretical mass spectral fragmentation patterns of a chemical structure is provided. The method includes obtaining a description of a chemical structure and generating, from the description, a list of chemical structure information. A binary tree data structure is used to organize the list of chemical structure information. The binary tree data structure may be fragmented by determining, based on a set of predetermined rules, a fragmentation point between two nodes in the binary tree data structure thereby dividing the binary tree data structure into a fragment and a complement. The molecular formula and molecular weight of each fragment is determined. The binary tree data structure is traversed and appropriate fragmentation rules are applied to produce a plurality of theoretical molecular fragments.