Computational Methods for Estimating the Kinetic Parameters of Biological Systems
2022 ed.
Book Details
Format
Paperback / Softback
Book Series
Methods in Molecular Biology
ISBN-10
1071617699
ISBN-13
9781071617694
Edition
2022 ed.
Publisher
Springer-Verlag New York Inc.
Imprint
Humana
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Dec 10th, 2022
Print length
379 Pages
Product Classification:
Quantum & theoretical chemistryQuantum and theoretical chemistryMolecular biology
Ksh 25,200.00
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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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