"Reproducibility in Scientific Computing", an article by (recent grad) Peter Ivie recently appeared in the journal ACM Computing Surveys. This article gives a high level overview of the technical challenges inherent in making scientific computations reproducible, along with a survey of approaches to attacking these problems. Check it out!
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