Software Engineering for Computational Science: Past, Present, Future

Johanson, Arne and Hasselbring, Wilhelm (2018) Software Engineering for Computational Science: Past, Present, Future Computing in Science & Engineering, 20 (2). pp. 90-109. DOI 10.1109/MCSE.2018.108162940.

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Abstract

While the importance of in silico experiments for the scientific discovery process increases, state-of-the-art software engineering practices are rarely adopted in computational science. To understand the underlying causes for this situation and to identify ways for improving the current situation, we conduct a literature survey on software engineering practices in computational science. As a result of our survey, we identified 13 recurring key characteristics of scientific software development that can be divided into three groups: characteristics that results (1) from the nature of scientific challenges, (2) from limitations of computers, and (3) from the cultural environment of scientific software development. Our findings allow us to point out shortcomings of existing approaches for bridging the gap between software engineering and computational science and to provide an outlook on promising research directions that could contribute to improving the current situation.

Document Type: Article
Additional Information: FO Sust. - Digital Ocean
Keywords: Software Engineering, Computational Science
Research affiliation: Kiel University > Software Engineering
Kiel University > Kiel Marine Science
OceanRep > The Future Ocean - Cluster of Excellence > FO-R11
OceanRep > The Future Ocean - Cluster of Excellence
Refereed: Yes
DOI etc.: 10.1109/MCSE.2018.108162940
ISSN: 1521-9615
Projects: Future Ocean, Sprat
Date Deposited: 15 Jan 2018 08:36
Last Modified: 02 Feb 2019 17:21
URI: http://eprints.uni-kiel.de/id/eprint/41442

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