Computational Methods for Estimating the Kinetic Parameters of Biological Systems

This detailed book provides an overview of various classes of computational techniques, including machine learning techniques, commonly used for evaluating kinetic parameters of biological systems. Focusing on three distinct situations, the volume covers the prediction of the kinetics of enzymatic reactions, the prediction of the kinetics of protein—protein or protein—ligand interactions (binding rates, dissociation rates, binding affinities), and the prediction of relatively large set of k...