Reproducibility and Open Research Computing
The complexity of computational methods is a threat to the reproducibility of research. Jon Claerbout has become prominent for pointing out that reproducible research requires archiving and documenting all raw data and all code used to obtain a result. Nick Barnes, in the Science Code Manifesto, proposed five principles that should be followed when software is used in open science publication. Tomi Kauppinen et al. established and defined Linked Open Science, an approach to interconnect scientific assets to enable transparent, reproducible and transdisciplinary research.
Read more about this topic: Computational Science
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