An Introduction to Computational Systems Biology
Systems-Level Modelling of Cellular Networks
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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 modellingCovers a broad spectrum of modelling, from static networks to dynamic models and constraint-based modelsThoughtful exercises to test and enable understanding of conceptsState-of-the-art chapters on...
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.
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.
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