Computational reproducibility: state-of-the-art, challenges, and database research opportunities

J Freire, P Bonnet, D Shasha - Proceedings of the 2012 ACM SIGMOD …, 2012 - dl.acm.org
Computational experiments have become an integral part of the scientific method, but
reproducing, archiving, and querying them is still a challenge. The first barrier to a wider …

Achieving reproducibility by combining provenance with service and workflow versioning

S Woodman, H Hiden, P Watson, P Missier - Proceedings of the 6th …, 2011 - dl.acm.org
Capturing and exploiting provenance information is considered to be important across a
range of scientific, medical, commercial and Web applications, including recent trends …

DEEP: a provenance-aware executable document system

H Yang, DT Michaelides, C Charlton… - … and Annotation of Data …, 2012 - Springer
The concept of executable documents is attracting growing interest from both academics
and publishers since it is a promising technology for the the dissemination of scientific …

[图书][B] Provenance-aware CXXR

CA Silles - 2014 - search.proquest.com
A provenance-aware computer system is one that records information about the operations it
performs on data to enable it to provide an account of the process that led to a particular item …

Turning simulations of quantum many-body systems into a provenance-rich publication

J Gukelberger, M Troyer - … Research: Case Studies and Lessons from …, 2018 - degruyter.com
JAN GUKELBERGER AND MATTHIAS TROYER approach: the output of the simulation runs
is treated as primary/raw data, which is archived along with log files containing detailed …

[引用][C] From Data Sharing to Reproducible Science via Workflows and Provenance