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Reproducibility in scientific computing
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 …
However, a number of serious concerns have been raised recently, questioning whether …
Building trust in earth science findings through data traceability and results explainability
To trust findings in computational science, scientists need workflows that trace the data
provenance and support results explainability. As workflows become more complex, tracing …
provenance and support results explainability. As workflows become more complex, tracing …
Sciunits: Reusable research objects
Science is conducted collaboratively, often requiring knowledge sharing about
computational experiments. When experiments include only datasets, they can be shared …
computational experiments. When experiments include only datasets, they can be shared …
Evaluating tools for enhancing reproducibility in computational scientific experiments
Ensuring the reproducibility of computational scientific experiments is crucial for advancing
research and fostering scientific integrity. However, achieving reproducibility poses …
research and fostering scientific integrity. However, achieving reproducibility poses …
Reproducible notebook containers using application virtualization
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 …
based interactive front-end to program workflows and a lightweight container for sharing …
Data identification and process monitoring for reproducible earth observation research
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 …
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 …
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 …
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 …
computational experiments. When experiments include only datasets, they can be shared …
A Framework for Supporting the Reproducibility of Computational Experiments in Multiple Scientific Domains
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 …
questions about the reproducibility and replicability of scientific work. Since many studies …