Author

Valeria Barcelli

Nanyang Technological UniversityORCID 0000-0003-0019-3271Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Research Focus:perturbation response prediction· 1 Assay:protein structure· 1 Approach:statistical model· 1

Frequent Co-Authors

Adeline C. Y. ChuaiD· 1 shared Manon MirgauxiD· 1 shared Pablo Juan BifaniiD· 1 shared René T. WintjensiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Adeline C. Y. ChuaORCID

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1 paper

Recent·Most cited

Bioinformaticsnpj Drug Discovery.Peer-reviewedFeb 16, 2026

AI-guided competitive docking for virtual screening and compound efficacy prediction

Manon Mirgaux, Valeria Barcelli, Adeline C. Y. Chua…·René T. Wintjens

This study uses deep learning tools to rank drug candidates by their binding affinity to protein targets, improving antibiotic design and drug discovery efficiency.

8 citationstop 1%

bacteria (other)human

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