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Engineering simulations as scientifi...

Polack, Fiona A.C.

Engineering simulations as scientific instrumentsa pattern language /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Engineering simulations as scientific instrumentsby Susan Stepney, Fiona A.C. Polack ; with Kieran Alden ... [et al.].
Reminder of title:	a pattern language /
Author:	Stepney, Susan.
other author:	Polack, Fiona A.C.
Published:	Cham :Springer International Publishing :2018.
Description:	xii, 355 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
Subject:	EngineeringComputer simulation.
Online resource:	https://doi.org/10.1007/978-3-030-01938-9
ISBN:	9783030019389$q(electronic bk.)

Engineering simulations as scientific instrumentsa pattern language /
Stepney, Susan.

Engineering simulations as scientific instrumentsa 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$q(electronic bk.)

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

522584
Engineering
--Computer simulation.

LC Class. No.: TA145

Dewey Class. No.: 620.00113

Engineering simulations as scientific instrumentsa pattern language /
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245 1 0 $a Engineering simulations as scientific instruments $h [electronic resource] : $b a pattern language / $c by Susan Stepney, Fiona A.C. Polack ; with Kieran Alden ... [et al.].
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300 $a xii, 355 p. : $b ill. (some col.), digital ; $c 24 cm.
505 0 $a 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.
520 $a 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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