An Introduction to Computational Systems Biology: Systems-Level Modelling of Cellular Networks
暫譯: 計算系統生物學導論：細胞網絡的系統級建模
Raman, Karthik
- 出版商: CRC
- 出版日期: 2021-05-31
- 售價: $5,230
- 貴賓價: 9.5 折 $4,969
- 語言: 英文
- 頁數: 358
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1138597325
- ISBN-13: 9781138597327
海外代購書籍(需單獨結帳)
商品描述
"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
An Introduction to Computational Systems Biology: Systems-Level Modelling of Cellular Networks 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.
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
This book is highly multi-disciplinary and will appeal to biologists, engineers, computer scientists, mathematicians and others.
商品描述(中文翻譯)
《計算系統生物學導論：細胞網絡的系統級建模》提供了一個全面且深入的報導，探討將數學建模方法應用於非常大型的生物系統和網絡——這是計算系統生物學的一個基本方面。這本書詳細介紹了關鍵的建模範式，同時保持了一種簡單性，能夠吸引來自較少量化領域的讀者。
特點
- 實用的建模方法
- 涵蓋廣泛的建模範疇，從靜態網絡到動態模型和基於約束的模型
- 深思熟慮的練習題以測試和促進對概念的理解
- 關於社群建模和生物電路設計等令人興奮的新發展的最先進章節
- 強調系統生物學的編碼和軟體工具
這本書具有高度的跨學科性，將吸引生物學家、工程師、計算機科學家、數學家及其他相關領域的專業人士。
作者簡介
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.
作者簡介(中文翻譯)
卡爾提克·拉曼博士是印度理工學院馬德拉斯分校生物技術系的副教授。他共同創立並協調生物系統工程倡議，並且是羅伯特·博世數據科學與人工智慧中心（RBCDSAI）的核心成員。他在系統生物學領域已有超過15年的研究經驗，並在過去八年中教授系統生物學課程，主要面向來自不同背景的工程師。他的實驗室專注於計算方法，以理解和操控生物網絡，並應用於代謝工程和合成生物學。
