Author

Gustavo Henrique Garcia Caldeira

Universidade Federal de Goiás

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioinformatics· 1

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Organism:Arabidopsis· 1 Approach:contrastive learning· 1 Research Focus:drug response / drug discovery· 1

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Amanda Santana SilvaiD· 1 shared Bruna Cassimiro BatistaiD· 1 shared Bruno Junior NevesiD· 1 shared Carolina da Silva PereiraiD· 1 shared Christian LuziD· 1 shared Gisele Augusto Rodrigues de OliveiraiD· 1 shared Holli‐Joi MartiniD· 1 shared Jamal RafiqueiD· 1 shared

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2026-2026 · peak 1/yr

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Amanda Santana SilvaORCID

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1 paper

Recent·Most cited

BioinformaticsJournal of Chemical Information and ModelingPeer-reviewedOct 30, 2026

Instance-Wise Contrastive Graph Neural Network Enables the Discovery of Novel Aedes aegypti Larvicidal Compounds

Karine Santana Lúcio da Costa, Gustavo Henrique Garcia Caldeira, Vinícius Alexandre Fiaia Costa…·Bruno Junior Neves

This paper introduces a contrastive graph neural network to discover novel larvicidal compounds against Aedes aegypti, identifying LC-79 as a potent and selective candidate.

DOI 10.1021/acs.jcim.6c02558

Arabidopsiscontrastive learning

𝕏 PostBluesky