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An Introduction to Computational Systems Biology: Systems-Level Modelling of Cellular Networks
Author(s): Karthik Raman (Author)
- Publisher: Chapman and Hall/CRC
- Publication Date: 29 May 2023
- Edition: 1st
- Language: English
- Print length: 358 pages
- ISBN-10: 0367752506
- ISBN-13: 9780367752507
Book Description
This book delivers a comprehensive and insightful account of applying mathematical modelling approaches to very large biological systems and networks―a fundamental aspect of computational systems biology. The book covers key modelling paradigms in detail, while at the same time retaining a simplicity that will appeal to those from less quantitative fields.
Key Features:
- A hands-on approach to modelling
- Covers a broad spectrum of modelling, from static networks to dynamic models and constraint-based models
- Thoughtful exercises to test and enable understanding of concepts
- State-of-the-art chapters on exciting new developments, like community modelling and biological circuit design
- Emphasis on coding and software tools for systems biology
- Companion website featuring lecture videos, figure slides, codes, supplementary exercises, further reading, and appendices: https://ramanlab.github.io/SysBioBook/
An Introduction to Computational Systems Biology: Systems-Level Modelling of Cellular Networks is highly multi-disciplinary and will appeal to biologists, engineers, computer scientists, mathematicians and others.
Editorial Reviews
Review
This is a very comprehensive read that provides a solid base in computational biology. The book is structured in 4 parts and 14 chapters which cover all the way from the more basic concepts to advanced material, including the state-of-the-art methodologies in synthetic and systems biology. This is a bedside book for those researchers embarking to do investigation in computational biology and a great office companion for anyone working on systems and synthetic biology.
— Rodrigo Ledesma Amaro, Lecturer, Imperial College London
This is a fantastic book. It offers an elegant introduction to both classical and modern concepts in computational biology. To the uninitiated, it is a terrific first read, bringing alive the glory of the past and the promise of the future. To the interested, it handholds and offers a springboard to dive deep. To the practitioner, it serves as a valuable resource bringing together in a panoramic view many diverse streams that adorn the landscape.
— Narendra M. Dixit, Professor, Indian Institute of Science
About the Author
Dr. Karthik Raman is an Associate Professor at the Department of Biotechnology, Bhupat & Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras. He co-founded and co-ordinates the Initiative for Biological Systems Engineering and is a core member of the Robert Bosch Centre for Data Science and Artificial Intelligence (RBCDSAI). He has been a researcher in the area of systems biology for the last 15+ years and has been teaching a course on systems biology for the last eight years, to (mostly) engineers from different backgrounds. His lab works on computational approaches to understand and manipulate biological networks, with applications in metabolic engineering and synthetic biology.
