Collective Behavior in Systems Biology: A Primer on Modelling Infrastructure
暫譯: 系統生物學中的集體行為:建模基礎設施入門

Steinschneider, Assaf

  • 出版商: Academic Press
  • 出版日期: 2019-09-05
  • 售價: $4,440
  • 貴賓價: 9.5$4,218
  • 語言: 英文
  • 頁數: 250
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0128171286
  • ISBN-13: 9780128171288
  • 海外代購書籍(需單獨結帳)

商品描述

Collective Behaviour in Systems Biology: A Primer on Modelling Infrastructure presents useful knowledge for a systematic understanding of the modeling framework in various contexts and provides insights to build models to understand biological processes. It provides a basic understanding on why and how theoretical methods work, relating both mathematics and input from biological fields in various applications. The book discusses topics such as differential equations, systems input into output, systemic processes management, optimization and organized behaviors and networks. The content is written didactically and with an emphasis on interdisciplinary approaches in order to help the reader easily apply the knowledge obtained to their research.

This book is a valuable source for several members of biomedical field who wants to learn more about mathematical and computational modelling, especially on systemic collective behavior.

  • Presents mathematical and abstract systems methods for the study of biological cell processes in their context
  • Provides knowledge on quantitative understanding of the interplay between biological interactions and quantitatively predict experimental observations
  • Explains modeling structure for biomedical researchers who want to learn computational methods to take advantage of novel high-throughput data acquisition technologies available

商品描述(中文翻譯)

《系統生物學中的集體行為:建模基礎入門》提供了有助於系統理解各種情境下建模框架的有用知識,並提供了建立模型以理解生物過程的見解。它基本上解釋了理論方法為何及如何運作,將數學與生物領域的輸入在各種應用中相結合。該書討論的主題包括微分方程、系統輸入與輸出、系統過程管理、優化以及有組織的行為和網絡。內容以教學方式撰寫,並強調跨學科的方法,以幫助讀者輕鬆將所獲得的知識應用於其研究中。

這本書對於希望深入了解數學和計算建模的生物醫學領域的多位成員來說,是一個寶貴的資源,特別是在系統集體行為方面。

- 提供數學和抽象系統方法,以研究生物細胞過程的背景
- 提供對生物相互作用之間相互作用的定量理解,並定量預測實驗觀察結果的知識
- 為希望學習計算方法以利用新型高通量數據獲取技術的生物醫學研究人員解釋建模結構