Engineering simulations as scientific instruments: a pattern language

Susan Stepney, Fiona A.C. Polack, Kieran Alden, Paul S. Andrews, James L. Bown, Alastair Droop, Richard B. Greaves, Mark Read, Adam T. Sampson, Jon Timmis, Alan F.T. Winfield

    Research output: Book/ReportBook

    Abstract

    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.
    Original languageEnglish
    Place of PublicationCham
    PublisherSpringer
    Number of pages368
    ISBN (Electronic)9783030019389
    ISBN (Print)9783030019372
    DOIs
    Publication statusPublished - 8 Nov 2018

    Fingerprint Dive into the research topics of 'Engineering simulations as scientific instruments: a pattern language'. Together they form a unique fingerprint.

    Cite this