An Introduction to Computational Systems Biology: Systems-Level Modelling of Cellular Networks

Raman, Karthik

An Introduction to Computational Systems Biology: Systems-Level Modelling of Cellular Networks
  • 出版商: CRC
  • 出版日期: 2023-05-29
  • 售價: $2,280
  • 貴賓價: 9.5 折 $2,166
  • 語言: 英文
  • 頁數: 358
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0367752506
  • ISBN-13: 9780367752507

    • 下單後立即進貨 (約2~4週)

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商品描述

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.

商品描述(中文翻譯)

這本書提供了對於將數學建模方法應用於非常大的生物系統和網絡的全面且深入的描述，這是計算系統生物學的基本方面。該書詳細介紹了關鍵的建模範式，同時保持了一種簡單性，適合那些來自非量化領域的讀者。

主要特點：
- 實踐性的建模方法
- 涵蓋了從靜態網絡到動態模型和基於約束的模型的廣泛範疇
- 有思考性的練習，以測試和促進對概念的理解
- 最新的章節介紹了令人興奮的新發展，如社區建模和生物電路設計
- 強調系統生物學的編碼和軟件工具
- 附帶網站，包括講座視頻、圖片幻燈片、代碼、補充練習、進一步閱讀和附錄: https://ramanlab.github.io/SysBioBook/

《計算系統生物學導論：細胞網絡的系統級建模》是高度跨學科的，適合生物學家、工程師、計算機科學家、數學家和其他人士閱讀。

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)

Dr. Karthik Raman是印度理工學院馬德拉斯分校生物科學學院的副教授，專攻生物技術。他共同創辦並協調生物系統工程計劃，並是羅伯特·博世數據科學與人工智能中心（RBCDSAI）的核心成員。他在系統生物學領域進行研究已有15年以上，並在過去八年中教授系統生物學課程，對來自不同背景的工程師進行教學。他的實驗室致力於利用計算方法來理解和操縱生物網絡，在代謝工程和合成生物學等領域應用。

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