Oct

15

2021

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

adteam 15 Oct 2021 13:45 LEARNING » e-book


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


Chemical Master Equation for Large Biological Networks - State-space Expansion Methods Using AI
pdf, epub | 0 B | English | Isbn:‎ B09G11RP9Y | Author: Don Kulasiri, Rahul Kosarwal | Year: 2021



Description:

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.


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