refreshed citation previously linking to an arxiv

Author: JPenuchot

bibliography/biblio.bib

@@ -311,16 +311,35 @@ @inproceedings{10.1145/3564719.3568692
   series = {GPCE 2022},
 }
 
-@misc{antunes2024reproducibility,
-  title = {Reproducibility, Replicability, and Repeatability: A survey of
+@article{antunes2024reproducibility,
+  title = {Reproducibility, Replicability and Repeatability: A survey of
            reproducible research with a focus on high performance computing},
-  author = {Benjamin A. Antunes and David R. C. Hill},
+  journal = {Computer Science Review},
+  volume = {53},
+  pages = {100655},
   year = {2024},
-  eprint = {2402.07530},
-  archivePrefix = {arXiv},
-  primaryClass = {cs.SE},
+  issn = {1574-0137},
+  doi = {https://doi.org/10.1016/j.cosrev.2024.100655},
+  url = {https://www.sciencedirect.com/science/article/pii/S157401372400039X},
+  author = {Benjamin Antunes and David R.C. Hill},
+  keywords = {Reproducibility, Reproducible research, Computational science,
+              Replicability, Repeatability, High performance computing},
+  abstract = {Reproducibility is widely acknowledged as a fundamental principle
+              in scientific research. Currently, the scientific community
+              grapples with numerous challenges associated with reproducibility,
+              often referred to as the “reproducibility crisis”. This crisis
+              permeated numerous scientific disciplines. In this study, we
+              examined the factors in scientific practices that might contribute
+              to this lack of reproducibility. Significant focus is placed on the
+              prevalent integration of computation in research, which can
+              sometimes operates as a black box in published papers. Our study
+              primarily focuses on high-performance computing (HPC), which
+              presents unique reproducibility challenges. This paper provides a
+              comprehensive review of these concerns and potential solutions.
+              Furthermore, we discuss the critical role of reproducible research
+              in advancing science and identifying persisting issues within the
+              field of HPC.},
 }
-
 @article{doi:10.1142/S0129626404001829,
   author = {MAIGNE, LYDIA and HILL, DAVID and CALVAT, PASCAL and BRETON, VINCENT
             and REUILLON, ROMAIN and LAZARO, DELPHINE and LEGRE, YANNICK and