Reproducibility in scientific computing

P Ivie, D Thain - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Reproducibility is widely considered to be an essential requirement of the scientific process.
However, a number of serious concerns have been raised recently, questioning whether …

Building trust in earth science findings through data traceability and results explainability

P Olaya, D Kennedy, R Llamas, L Valera… - … on Parallel and …, 2022 - ieeexplore.ieee.org
To trust findings in computational science, scientists need workflows that trace the data
provenance and support results explainability. As workflows become more complex, tracing …

Sciunits: Reusable research objects

DHT That, G Fils, Z Yuan, T Malik - arxiv preprint arxiv:1707.05731, 2017 - arxiv.org
Science is conducted collaboratively, often requiring knowledge sharing about
computational experiments. When experiments include only datasets, they can be shared …

Evaluating tools for enhancing reproducibility in computational scientific experiments

L Costa, S Barbosa, J Cunha - Proceedings of the 2nd ACM Conference …, 2024 - dl.acm.org
Ensuring the reproducibility of computational scientific experiments is crucial for advancing
research and fostering scientific integrity. However, achieving reproducibility poses …

Reproducible notebook containers using application virtualization

R Ahmad, NN Manne, T Malik - 2022 IEEE 18th International …, 2022 - ieeexplore.ieee.org
Notebooks have gained wide popularity in scientific computing. A notebook is both a web-
based interactive front-end to program workflows and a lightweight container for sharing …

Data identification and process monitoring for reproducible earth observation research

B Gößwein, T Miksa, A Rauber… - 2019 15th international …, 2019 - ieeexplore.ieee.org
Earth observation researchers use specialised computing services for satellite image
processing offered by various data backends. The source of data is often the same, for …

SHORT: Evaluating Tools for Enhancing Reproducibility in Computational Scientific Experiments

JC Cunha - 2024 - dl.acm.org
Ensuring the reproducibility of computational scientific experiments is crucial for advancing
research and fostering scientific integrity. However, achieving reproducibility poses …

Conducting reproducible research with Umbrella: Tracking, creating, and preserving execution environments

H Meng, D Thain, A Vyushkov, M Wolf… - 2016 IEEE 12th …, 2016 - ieeexplore.ieee.org
Publishing scientific results without the detailed execution environments describing how the
results were collected makes it difficult or even impossible for the reader to reproduce the …

Sciunits: Reusable research objects

G Fils, Z Yuan, T Malik - 2017 IEEE 13th International …, 2017 - ieeexplore.ieee.org
Science is conducted collaboratively, often requiring knowledge sharing about
computational experiments. When experiments include only datasets, they can be shared …

A Framework for Supporting the Reproducibility of Computational Experiments in Multiple Scientific Domains

L Costa, S Barbosa, J Cunha - Available at SSRN 5032928 - papers.ssrn.com
In recent years, the research community, but also the general public, has raised serious
questions about the reproducibility and replicability of scientific work. Since many studies …