Computational Methods for Estimating the Kinetic Parameters of Biological Systems

Vanhaelen, Quentin

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 kinetic rates of reactions usually found in quantitative models of large biological networks. Written for the highly successful Methods in Molecular Biology series, chapters include the kind of expert implementation advice that leads to successful results. 

Details

Published by: Humana

Publication Date: 2021-12-10

Format: Hardcover

ISBN-13: 9781071617663

DOI: 10.1007/978-1-0716-1767-0

Dimensions: 254.0cm x178.0cm

Pages: 379.0