Ensemble Analyzer: An Open-Source Python Framework for Automated Conformer Ensemble Refinement

scripts and manual intervention. We present Ensemble Analyzer (EnAn), an open-source Python framework that automates this workflow. EnAn's modular and extensible architecture integrates seamlessly with widely known calculators and allows automated generation and comparison of electronic and vibronic spectra. EnAn effectively manages the reproducible exploration of conformational spaces.

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Publication Details

Journal
Journal of Chemical Information and Modeling
Published
2026-04-21
DOI
https://doi.org/10.1021/acs.jcim.6c00273
Primary Topic
Machine Learning in Materials Science
Type
article
Field-Weighted Citation Impact
0.00

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article

Ensemble Analyzer: An Open-Source Python Framework for Automated Conformer Ensemble Refinement

Andrea Pellegrini, Paolo Righi, Michele Mancinelli, Andrea Mazzanti
Journal of Chemical Information and Modeling
Machine Learning in Materials Science
article

Ensemble Analyzer: An Open-Source Python Framework for Automated Conformer Ensemble Refinement

Andrea Pellegrini, Paolo Righi, Michele Mancinelli, Andrea Mazzanti
article en

Abstract

scripts and manual intervention. We present Ensemble Analyzer (EnAn), an open-source Python framework that automates this workflow. EnAn's modular and extensible architecture integrates seamlessly with widely known calculators and allows automated generation and comparison of electronic and vibronic spectra. EnAn effectively manages the reproducible exploration of conformational spaces.

Journal of Chemical Information and ModelingVol. 66(9)
University of Bologna (IT)
Consorzio Interuniversitario Nazionale per la Scienza e Tecnologia dei Materiali, Ministero dell’Istruzione, dell’Università e della Ricerca, Università di Bologna
Life below water
Openalex Percentile: Top 25%
Machine Learning in Materials Science
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