Author

Christian Luz

Universidade Federal de GoiásORCID 0000-0002-5231-0735Unclaimed 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:Arabidopsis· 1 Approach:contrastive learning· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

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

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Amanda Santana SilvaORCID

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1 paper

Recent·Most cited

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, Amanda Santana Silva, Carolina da Silva Pereira, Bruna Cassimiro Batista, Luana Bafutto Manchein, Holli‐Joi Martin, Jamal Rafique, Rodolpho de Campos Braga, Muratov Eugene, Sumbal Saba, Gisele Augusto Rodrigues de Oliveira, Christian Luz, Juscelino Rodrigues, 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.

Journal of Chemical Information and Modeling · Oct 30, 2026Peer-reviewedBioinformatics