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 1st Edition by Susan Stepney, Fiona A C Polack ISBN 9783030019372 3030019373

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 1st Edition by Susan Stepney, Fiona A.C. Polack – Ebook PDF Instant Download/Delivery: 9783030019372, 3030019373

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Product details:

ISBN 10:  3030019373

ISBN 13: 9783030019372

Author: Susan Stepney, Fiona A.C. Polack

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.

Table of contents: 

1. CoSMoS: rationale and concepts

2. What’s in it for me?

3. The CoSMoS approach in miniature

4. The CoSMoS simulation pattern

5. Discovery phase patterns: building the domain model

6. Development phase patterns: developing the platform

7. Exploration phase patterns: using the platform

8. Structured argumentation patterns

9. Modelling and Documentation Patterns

10. Real world simulation patterns

11. Introduction to the CellBranch simulation

12. CellBranch: increment 1: Discovery Phase

13. CellBranch: increment 1: Discovery Phase

14. CellBranch: increment 1: Development Phase

15. CellBranch: increment 1: Exploration Phase

16. CellBranch: increment 2: multiple transcription factors

17. CellBranch: increment 2: Discovery Phase

18. CellBranch: increment 2: Development Phase

19. CellBranch: increment 2: Exploration Phase

20. CellBranch: Lessons and code

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Tags: Susan Stepney, Fiona A C Polack, Engineering Simulations, Scientific Instruments, Pattern Language