书目名称 | Chemical Master Equation for Large Biological Networks | 副标题 | State-space Expansio | 编辑 | Don Kulasiri,Rahul Kosarwal | 视频video | | 概述 | Highlights the theory and applications of the chemical master equation (CME) for very large biochemical networks.Discusses the novel method comprehensively, underlining the interdisciplinary approach | 图书封面 |  | 描述 | .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.. . | 出版日期 | Book 2021 | 关键词 | Biochemical networks; Markov processes; Bayesian methods; Artificial intelligence; Bionetworks; Model bui | 版次 | 1 | doi | https://doi.org/10.1007/978-981-16-5351-3 | isbn_softcover | 978-981-16-5353-7 | isbn_ebook | 978-981-16-5351-3 | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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