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alchemlyb: the simple alchemistry library

Authors: Dotson, David L.; Kenney, Ian M.; Beckstein, Oliver; Liu, Shuai; Jensen, Travis; Allen, Bryce; Wille, Dominik; +18 Authors

alchemlyb: the simple alchemistry library

Abstract

alchemlyb is an open-source Python software package for the analysis of alchemical free energy calculations. Its functionality contains individual composable building blocks for all aspects of a full typical free energy analysis workflow, starting with the extraction of raw data from the output of diverse molecular simulation packages, moving on to data preprocessing tasks such as decorrelation of time series, using various estimators to derive free energy estimates from simulation samples, and finally providing quality analysis tools for data convergence checking and visualization. alchemlyb also contains high-level end-to-end workflows that combine multiple building blocks into a user-friendly analysis pipeline from the initial data input stage to the final results.

If you use this software, please cite it using the preferred citation (JOSS DOI 10.21105/joss.06934) together with any other references.

Keywords

free energy, molecular dynamics, alchemistry, Python

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average