Engineering Simulations as Scientific Instruments: A Pattern Language
Author | : Susan Stepney |
Publisher | : Springer |
Total Pages | : 356 |
Release | : 2018-11-01 |
ISBN-10 | : 9783030019389 |
ISBN-13 | : 3030019381 |
Rating | : 4/5 (381 Downloads) |
Download or read book Engineering Simulations as Scientific Instruments: A Pattern Language written by Susan Stepney and published by Springer. This book was released on 2018-11-01 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.