Computational Methods for Estimating the Kinetic Parameters of Biological Systems: 2385 (Methods in Molecular Biology, 2385) - Softcover

Book 98 of 274: Methods in Molecular Biology
 
9781071617694: Computational Methods for Estimating the Kinetic Parameters of Biological Systems: 2385 (Methods in Molecular Biology, 2385)

Synopsis

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. 


Authoritative and practical, Computational Methods for Estimating the Kinetic Parameters of Biological Systems will be of great interest for researchers working through the challenge of identifying the best type of algorithm and who would like to use or develop a computational method for the estimation of kinetic parameters.

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From the Back Cover

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. 


Authoritative and practical, Computational Methods for Estimating the Kinetic Parameters of Biological Systems will be of great interest for researchers working through the challenge of identifying the best type of algorithm and who would like to use or develop a computational method for the estimation of kinetic parameters.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9781071617663: Computational Methods for Estimating the Kinetic Parameters of Biological Systems: 2385 (Methods in Molecular Biology, 2385)

Featured Edition

ISBN 10:  1071617664 ISBN 13:  9781071617663
Publisher: Humana, 2021
Hardcover