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Software plays a central role in scientific discovery. Improving how wedevelop and use software for research can have both broad and deep impacts on aspectrum of challenges and opportunities society faces today. The emergence ofResearch Software Engineer (RSE) as a role correlates with the growingcomplexity of scientific challenges and diversity of software team skills. Inthis paper, we describe research software science (RSS), an idea related toRSE, and particularly suited to research software teams. RSS promotes the useof scientific methodologies to explore and establish broadly applicableknowledge. Using RSS, we can pursue sustainable, repeatable, and reproduciblesoftware improvements that positively impact research software toward improvedscientific discovery.

Research Software Science: Expanding the Impact of Research Software Engineering