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Engineering Simulations as Scientific Instruments: A Pattern Language = With Kieran Alden, Paul S. Andrews, James L. Bown, Alastair Droop, Richard B. Greaves, Mark Read, Adam T. Sampson, Jon Timmis, Alan F.T. Winfield /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Engineering Simulations as Scientific Instruments: A Pattern Language/ by Susan Stepney, Fiona A.C. Polack.
其他題名:	With Kieran Alden, Paul S. Andrews, James L. Bown, Alastair Droop, Richard B. Greaves, Mark Read, Adam T. Sampson, Jon Timmis, Alan F.T. Winfield /
作者:	Stepney, Susan.
其他作者:	Polack, Fiona A.C.
面頁冊數:	XII, 355 p. 51 illus., 39 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Computer simulation. -
電子資源:	https://doi.org/10.1007/978-3-030-01938-9
ISBN:	9783030019389

Engineering Simulations as Scientific Instruments: A Pattern Language = With Kieran Alden, Paul S. Andrews, James L. Bown, Alastair Droop, Richard B. Greaves, Mark Read, Adam T. Sampson, Jon Timmis, Alan F.T. Winfield /
Stepney, Susan.

Engineering Simulations as Scientific Instruments: A Pattern LanguageWith Kieran Alden, Paul S. Andrews, James L. Bown, Alastair Droop, Richard B. Greaves, Mark Read, Adam T. Sampson, Jon Timmis, Alan F.T. Winfield /[electronic resource] :by Susan Stepney, Fiona A.C. Polack. - 1st ed. 2018. - XII, 355 p. 51 illus., 39 illus. in color.online resource.

Part I, Overview of the CoSMoS Approach -- CoSMoS: Rationale and Concepts -- What’s In It for Me? -- The CoSMoS Approach in Miniature -- Part II, The Core CoSMoS Pattern Language -- The CoSMoS Simulation Pattern -- Discovery Phase Patterns: Building the Domain Model -- Development Phase Patterns: Developing the Platform -- Exploration Phase Patterns: Using the Platform -- Structured Argumentation Patterns -- Part III, The CoSMoS Helper Patterns -- Modelling and Documentation Patterns -- Real-World Simulation Patterns -- Part IV, CellBranch Case Study -- Introduction to the CellBranch Simulation -- CellBranch: Increment 1: Single Transcription Factor -- CellBranch: Increment 1: Discovery Phase -- CellBranch: Increment 1: Development Phase -- CellBranch: Increment 1: Exploration Phase -- CellBranch: Increment 2: Multiple Transcription Factors -- CellBranch: Increment 2: Discovery Phase -- CellBranch: Increment 2: Development Phase -- CellBranch: Increment 2: Exploration Phase -- CellBranch: Lessons and Code. .

This book describes CoSMoS (Complex Systems Modelling and Simulation), a pattern-based approach to engineering trustworthy simulations that are both scientifically useful to the researcher and scientifically credible to third parties. This approach emphasises three key aspects to this development of a simulation as a scientific instrument: the use of explicit models to capture the scientific domain, the engineered simulation platform, and the experimental results of running simulations; the use of arguments to provide evidence that the scientific instrument is fit for purpose; and the close co-working of domain scientists and simulation software engineers. In Part I the authors provide a managerial overview: the rationale for and benefits of using the CoSMoS approach, and a small worked example to demonstrate it in action. Part II is a catalogue of the core patterns. Part III lists more specific “helper” patterns, showing possible routes to a simulation. Finally Part IV documents CellBranch, a substantial case study developed using the CoSMoS approach.

ISBN: 9783030019389

Standard No.: 10.1007/978-3-030-01938-9doiSubjects--Topical Terms:

560190
Computer simulation.

LC Class. No.: QA76.9.C65

Dewey Class. No.: 003.3

Engineering Simulations as Scientific Instruments: A Pattern Language = With Kieran Alden, Paul S. Andrews, James L. Bown, Alastair Droop, Richard B. Greaves, Mark Read, Adam T. Sampson, Jon Timmis, Alan F.T. Winfield /
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