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Engineering simulations as scientifi...
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Stepney, Susan.
Engineering simulations as scientific instruments = a pattern language /
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/ by Susan Stepney, Fiona A.C. Polack ; with Kieran Alden ... [et al.].
其他題名:
a pattern language /
作者:
Stepney, Susan.
其他作者:
Polack, Fiona A.C.
出版者:
Cham :Springer International Publishing : : 2018.,
面頁冊數:
xii, 355 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:
Springer eBooks
標題:
Engineering - 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 /
Stepney, Susan.
Engineering simulations as scientific instruments
a pattern language /[electronic resource] :by Susan Stepney, Fiona A.C. Polack ; with Kieran Alden ... [et al.]. - Cham :Springer International Publishing :2018. - xii, 355 p. :ill. (some col.), digital ;24 cm.
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:
771194
Engineering
--Computer simulation.
LC Class. No.: TA145
Dewey Class. No.: 620.00113
Engineering simulations as scientific instruments = a pattern language /
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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.
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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.
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