Computational Methods for Estimating the Kinetic Parameters of Biological Systems: 2385 - Brossura

Libro 98 di 274: Methods in Molecular Biology
 
9781071617694: Computational Methods for Estimating the Kinetic Parameters of Biological Systems: 2385
Brossura
ISBN 10: 1071617699 ISBN 13: 9781071617694
Casa editrice: Humana, 2022

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Dalla quarta di copertina

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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Humana
Data di pubblicazione
2022
Lingua
Inglese
ISBN 10 
1071617699
ISBN 13 
9781071617694
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
392
Redattore
Vanhaelen Quentin
Contatto del produttore
Springer-Verlag GmbH
customerservice@springernature.com

Tiergartenstraße 17
Heidelberg
Baden-Württemberg
69121
Germania

Altre edizioni note dello stesso titolo

9781071617663: Computational Methods for Estimating the Kinetic Parameters of Biological Systems: 2385

Edizione in evidenza

ISBN 10:  1071617664 ISBN 13:  9781071617663
Casa editrice: Humana Pr Inc, 2021
Rilegato