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https://github.com/marijanbeg/2021-paper-jupyter-reproducible-workflows

Using Jupyter for reproducible scientific workflows
https://github.com/marijanbeg/2021-paper-jupyter-reproducible-workflows

binder bsd-3-clause computational-magnetism computational-mathematics horizon2020 jupyter linux macos magnetism mathematics micromagnetics opendreamkit paper physics python reproducibility scientific-workflows ubermag windows workflow

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Using Jupyter for reproducible scientific workflows

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# Using Jupyter for reproducible scientific workflows
Marijan Beg1, Juliette Taka2, Thomas Kluyver3, Alexander Konovalov4, Min Ragan-Kelley5,
Nicolas Thiéry6, and Hans Fangohr7

1 *Faculty of Engineering and Physical Sciences, University of Southampton, Southampton SO17 1BJ, United Kingdom*
2 *Logilab, 75013 Paris, France*
3 *European XFEL GmbH, 22869 Schenefeld, Germany*
4 *School of Computer Science, University of St Andrews, St Andrews KY16 9AJ, United Kingdom*
5 *Simula Research Laboratory, 1364 Fornebu, Norway*
6 *Laboratoire de Recherche en Informatique, Université Paris-Saclay, CNRS, 91405 Orsay, France*
7 *Max Planck Institute for the Structure and Dynamics of Matter, 22761 Hamburg, Germany*

| Description | Badge |
| --- | --- |
| Paper | [![Paper](https://img.shields.io/badge/Computing%20in%20Science%20%26%20Engineering-23:36%20(2021)-blue)](https://ieeexplore.ieee.org/document/9325550) |
| Preprint | [![Preprint](https://img.shields.io/badge/arXiv-2102.09562-green.svg)](https://arxiv.org/abs/2102.09562) |
| Tests | [![Build status](https://github.com/marijanbeg/2021-paper-jupyter-reproducible-workflows/workflows/workflow/badge.svg)](https://github.com/marijanbeg/2021-paper-jupyter-reproducible-workflows/actions) |
| Binder | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/marijanbeg/2021-paper-jupyter-reproducible-workflows/HEAD?labpath=notebooks%2Fuse-case-ubermag.ipynb) |
| License | [![License](https://img.shields.io/badge/License-BSD%203--Clause-blue.svg)](https://opensource.org/licenses/BSD-3-Clause) |
| DOI | [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.4382224.svg)](https://doi.org/10.5281/zenodo.4382224) |

## About

This repository contains all the necessary data and information required to reproduce Figure 3 in:

- M. Beg, J. Taka, T. Kluyver, A. Konovalov, M. Ragan-Kelley, N. Thiéry, and H. Fangohr. Using Jupyter for reproducible scientific workflows. [*Computing in Science & Engineering* **23**, 36](https://ieeexplore.ieee.org/document/9325550/) (2021).

## Binder

You can run the Jupyter notebook in the cloud via Binder. To access Binder, use the badge in the table above.

## License

Licensed under the BSD 3-Clause "New" or "Revised" License. For details, please refer to the [LICENSE](LICENSE) file.

## How to cite

1. M. Beg, J. Taka, T. Kluyver, A. Konovalov, M. Ragan-Kelley, N. Thiéry, and H. Fangohr. Using Jupyter for reproducible scientific workflows. [*Computing in Science & Engineering* **23**, 36](https://ieeexplore.ieee.org/document/9325550/) (2021).

2. M. Beg, J. Taka, T. Kluyver, A. Konovalov, M. Ragan-Kelley, N. Thiéry, and H. Fangohr. Accompanying repository for "Using Jupyter for reproducible scientific workflows". GitHub: https://github.com/marijanbeg/2021-paper-jupyter-reproducible-workflows, DOI: [10.5281/zenodo.4382224](https://zenodo.org/record/4382224) (2021).

## Acknowledgments

- [OpenDreamKit](http://opendreamkit.org/) – Horizon 2020 European Research Infrastructure project (676541)

- EPSRC Programme Grant on [Skyrmionics](http://www.skyrmions.ac.uk) (EP/N032128/1)