This volume of Reviews in Computational Chemistry includes an appendix with a lengthy compilation of books on the various topics in computational chemistry: computer-aided molecular diversity analysis and combinatorial library design, artificial neural networks and their use in chemistry, use of force fields in materials modeling, and free energy calculations (use and limitations in predicting ligand binding affinities).