Hybrid Systems Biology: 6th International Workshop, Hsb 2019, Prague, Czech Republic, April 6-7, 2019, Revised Selected Papers
暫譯: 混合系統生物學:第六屆國際研討會 Hsb 2019,捷克共和國布拉格,2019年4月6-7日,修訂選擇論文集
Česka, Milan, Paoletti, Nicola
- 出版商: Springer
- 出版日期: 2019-08-01
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 181
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3030280411
- ISBN-13: 9783030280413
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商品描述
This book constitutes the thoroughly refereed proceedings of the 6th International Workshop on Hybrid Systems Biology, HSB 2019, held in Prague, Czech Republic, in April 2019.
The 8 full papers presented in this book together with 1 short paper and 3 invited papers were carefully reviewed and selected from 13 submissions. They cover topics such as: modeling and analysis of metabolic, signaling, and genetic regulatory networks in living cells; models of tissues, organs, physiological models; models and methods coping with incomplete, uncertain and heterogeneous information including learning for biological systems, parametric synthesis and inference; stochastic and hybrid models in biology; hierarchical systems for multi-scale, multi-domain analysis; abstraction, approximation, discretization, and model reduction techniques; modeling, analysis and design for synthetic biology, cyber-biological systems and biomedical studies (e.g. therapies, teleoperation); game-theoretical frameworks and population models in biology (e.g. mixed-effects and Bayesian modeling); biological applications of quantitative and formal analysis techniques (e.g. reachability computation, model checking, abstract interpretation, bifurcation theory, stability and sensitivity analysis); efficient techniques for combined and heterogeneous (stochastic/deterministic, spatial/non-spatial) simulations for biological models; modeling languages and logics for biological systems with related analysis and simulation tools; and control architectures of biological systems including biology-in-the-loop systems and bio-robotics.
商品描述(中文翻譯)
本書是第六屆國際混合系統生物學研討會(HSB 2019)經過徹底審稿的會議論文集,該會議於2019年4月在捷克共和國布拉格舉行。本書中呈現的8篇完整論文、1篇短文和3篇邀請論文均經過仔細審查和選擇,這些論文來自13篇提交的作品。它們涵蓋的主題包括:活細胞中代謝、信號和基因調控網絡的建模與分析;組織、器官、生理模型的模型;處理不完整、不確定和異質信息的模型和方法,包括生物系統的學習、參數合成和推斷;生物學中的隨機和混合模型;多尺度、多領域分析的分層系統;抽象、近似、離散化和模型簡化技術;合成生物學、網絡生物系統和生物醫學研究(例如治療、遠程操作)的建模、分析和設計;生物學中的博弈論框架和種群模型(例如混合效應和貝葉斯建模);定量和形式分析技術在生物學中的應用(例如可達性計算、模型檢查、抽象解釋、分岔理論、穩定性和敏感性分析);針對生物模型的高效技術,進行綜合和異質(隨機/確定性、空間/非空間)模擬;生物系統的建模語言和邏輯,及相關的分析和模擬工具;以及生物系統的控制架構,包括生物回路系統和生物機器人技術。