Detailed Record



HPC-driven computational reproducibility in numerical relativity codes: a use case study with IllinoisGRMHD


Abstract Reproducibility of results is a cornerstone of the scientific method. Scientific computing encounters two challenges when aiming for this goal. Firstly, reproducibility should not depend on details of the runtime environment, such as the compiler version or computing environment, so results are verifiable by third-parties. Secondly, different versions of software code executed in the same runtime environment should produce consistent numerical results for physical quantities . In this manuscript, we test the feasibility of reproducing scientific results obtained using the IllinoisGRMHD code that is part of an open-source community software for simulation in relativistic astrophysics, the Einstein Toolkit . We verify that numerical results of simulating a single isolated neutron star with IllinoisGRMHD can be reproduced, and compare them to results reported by the code authors in 2015. We use two different supercomputers: Expanse at SDSC, and Stampede2 at TACC. By compiling the source code archived along with the paper on both Expanse and Stampede2, we find that IllinoisGRMHD reproduces results published in its announcement paper up to errors comparable to round-off level changes in initial data parameters. We also verify that a current version of IllinoisGRMHD reproduces these results once we account for bug fixes which have occurred since the original publication.
Authors Yufeng Luo University of WyomingORCID , Qian Zhang ORCID , Roland Haas ORCID , Zachariah B. Etienne ORCID , Gabrielle Allen University of WyomingORCID
Journal Info IOP Publishing | Classical and Quantum Gravity , vol: 41 , iss: 2 , pages: 025002 - 025002
Publication Date 12/22/2023
ISSN 0264-9381
TypeKeyword Image article
Open Access closed Closed Access
DOI https://doi.org/10.1088/1361-6382/ad13c5
KeywordsKeyword Image Scientific Computing (Score: 0.572049) , Computational Research (Score: 0.507538)