Computational Reproducibility

Updated 17 Sep 2026

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What it is
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  enabling others to obtain the reported computational results using the documented data, code, and execution conditions
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Record
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  data version and preprocessing
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  code version
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  dependency versions and environment
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  hardware where relevant
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  configuration, hyperparameters, seeds, and execution commands
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  experiment logs and output-generation procedures
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Caution
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  setting a random seed helps control randomness but does not guarantee identical results across software releases, hardware, or nondeterministic operations.
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Distinguish from
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  repeating a study with newly collected evidence addresses a different question from rerunning its original computation; terminology varies across disciplines
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Related
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  Research Ethics
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  Research Reporting

Linked references 3