Chemical Master Equation for Large Biological Networks: State-space Expansion Methods Using AI

Kulasiri, Don; Kosarwal, Rahul

This book highlights the theory and practical applications of the chemical master equation (CME) approach for very large biochemical networks, which provides a powerful general framework for model building in a variety of biological networks. The aim of the book is to not only highlight advanced numerical solution methods for the CME, but also reveal their potential by means of practical examples. The case studies presented are mainly from biology; however, the applications from novel methods are discussed comprehensively, underlining the interdisciplinary approach in simulation and the potential of the chemical master equation approach for modelling bionetworks. The book is a valuable guide for researchers, graduate students, and professionals alike.

Details

Published by: Springer

Publication Date: 2022-09-13

Format: Paperback

ISBN-13: 9789811653537

DOI: 10.1007/978-981-16-5351-3

Dimensions: 235.0cm x155.0cm

Pages: 217.0