This volume, like those prior to it, features chapters by experts in various fields of computational chemistry. Volume 23 covers linear scaling methods for quantum chemistry, variational transition state theory, coarse grain modeling of polymers, support vector machines, conical intersections, analysis of information content using Shannon Entropy, and historical insights into how computing evolved in the pharmaceutical industry.