System Modeling in Cellular Biology From Concepts to Nuts and Bolts
 | Name : System Modeling in Cellular Biology From Concepts to Nuts and Bolts File Type : PDF Size : 5713 KB |
This book provides an introduction and overview of system modelling in biology that is accessible to researchers from different fields, including biology, computer science, mathematics, statistics, physics, and biochemistry. Research in systems biology requires the collaboration of researchers from diverse backgrounds, including biology, computer science, mathematics, statistics, physics, and biochemistry. These collaborations, necessary because of the enormous breadth of background needed for research in this field, can be hindered by differing understandings of the limitations and applicability of techniques and concerns from different disciplines. This comprehensive introduction and overview of system modelling in biology makes the relevant background material from all pertinent fields accessible to researchers with different backgrounds. The emerging area of systems level modelling in cellular biology has lacked a critical and thorough overview. This book fills that gap. It is the first to provide the necessary critical comparison of concepts and approaches, with an emphasis on their possible applications. It presents key concepts and their theoretical background, including the concepts of robustness and modularity and their exploitation to study biological systems; the best-known modelling approaches, and their advantages and disadvantages; lessons from the application of mathematical models to the study of cellular biology; and available modelling tools and datasets, along with their computational limitations. Ebook Relate: biology ebook modelling ebook concepts ebook including ebook systems ebook cellular biology ebook and their ebook mathematics statistics ebook statistics physics ebook mathematics statistics physics ebook science mathematics statistics ebook computer science mathematics ebook |
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