Rise of AI Technologies in Virtual Screening

binding assays. We show that Boltz-2 is the best classifier, with a success rate twice that of any other rescoring strategy. Ligand classifications by Boltz-2 are straightforward, accurate, efficient and robust, opening to million-compound accurate rankings on commodity resources.

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Publication Details

Journal
Journal of Chemical Information and Modeling
Published
2026-04-16
DOI
https://doi.org/10.1021/acs.jcim.6c00877
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00

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article

Rise of AI Technologies in Virtual Screening

Hryhory Sinenka, Marco Cecchini
Journal of Chemical Information and Modeling
Artificial Intelligence in Healthcare and Education
article

Rise of AI Technologies in Virtual Screening

Hryhory Sinenka, Marco Cecchini
article en

Abstract

binding assays. We show that Boltz-2 is the best classifier, with a success rate twice that of any other rescoring strategy. Ligand classifications by Boltz-2 are straightforward, accurate, efficient and robust, opening to million-compound accurate rankings on commodity resources.

Journal of Chemical Information and ModelingVol. 66(8)
Institut de Chimie de Strasbourg (FR), Université de Strasbourg (FR), Depomed (United States) (US)
HORIZON EUROPE Marie Sklodowska-Curie Actions
Openalex Percentile: Top 18%
Artificial Intelligence in Healthcare and Education
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