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Code Sharing in the Open Science Era
1Relay Therapeutics, Inc., 215 First St., Cambridge, Massachusetts 02142, United States.
Journal of Chemical Information and Modeling
|September 16, 2020
Summary
Journals publishing computational chemistry and cheminformatics papers should mandate code release for better reproducibility. This ensures transparency and facilitates verification of computational methods in scientific research.
Area of Science:
- Computational Chemistry
- Cheminformatics
- Scientific Computing
Background:
- Many high-profile journals mandate code release for computational papers.
- Journals in Computational Chemistry and Cheminformatics largely lack such policies.
- Reproducibility is a growing concern in computational sciences.
Purpose of the Study:
- To review the current state of reproducibility in computational chemistry and cheminformatics.
- To advocate for mandatory code sharing in publications within these fields.
- To highlight the importance of code availability for scientific integrity.
Main Methods:
- Literature review of journal policies on code sharing.
- Analysis of the current landscape of reproducibility in computational chemistry and cheminformatics.
- Argumentative review presenting a case for mandatory code inclusion.
Main Results:
- A significant gap exists in journal policies regarding code sharing for computational chemistry and cheminformatics.
- The majority of relevant journals have not yet established guidelines for code release.
- The current lack of standardized policies hinders scientific reproducibility.
Conclusions:
- Adoption of mandatory code release policies is crucial for advancing reproducibility in computational chemistry and cheminformatics.
- Implementing these guidelines will enhance the transparency and reliability of published computational research.
- This change is essential for the progress and integrity of the scientific community.
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