Ten simple rules for training scientists to make better software

• Kit Gallagher ,

  * E-mail: gallagher@maths.ox.ac.uk (KG); david.gavaghan@dtc.ox.ac.uk (DJG)

  Affiliation Doctoral Training Centre, University of Oxford, Oxford, United Kingdom

  https://orcid.org/0000-0003-1401-115X

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• Richard Creswell,

  Affiliation Department of Computer Science, University of Oxford, Oxford, United Kingdom

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• Ben Lambert,

  Affiliation Department of Statistics, University of Oxford, Oxford, United Kingdom

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• Martin Robinson,

  Affiliation Department of Computer Science, University of Oxford, Oxford, United Kingdom

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• Chon Lok Lei,

  Affiliation Department of Biomedical Sciences, Faculty of Health Sciences, University of Macau, Macau, China

  https://orcid.org/0000-0003-0904-554X

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• Gary R. Mirams,

  Affiliation Centre for Mathematical Medicine & Biology, School of Mathematical Sciences, University of Nottingham, Nottingham, United Kingdom

  https://orcid.org/0000-0002-4569-4312

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• David J. Gavaghan

  * E-mail: gallagher@maths.ox.ac.uk (KG); david.gavaghan@dtc.ox.ac.uk (DJG)

  Affiliation Doctoral Training Centre, University of Oxford, Oxford, United Kingdom

  https://orcid.org/0000-0001-8311-3200

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