Author

Francisco Murilo Zerbini Júnior

Universidade Federal de ViçosaORCID 0000-0001-8617-0200Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Microbiology· 1

Signature Assays, Organisms & Methods

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Assay:DNA methylation· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:ecology & biodiversity· 1 Organism:plant (other)· 1 Approach:statistical model· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Alison T. M. LimaiD· 1 shared César Augusto Diniz XavieriD· 1 shared João Paulo Herrera da SilvaiD· 1 shared José Cleydson F. SilvaiD· 1 shared Júlia B. Lage· 1 shared Márcio Tadeu GodinhoiD· 1 shared Phedra G.S. OliveiraiD· 1 shared Ruither A. L. Gomes· 1 shared

Activity by Year

2023-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 21 mutual co-author links

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1 shared paperMicrobiology

Alison T. M. LimaORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Evolution of ssDNA plant viruses in the natural environment - a journey through time

João Paulo Herrera da Silva, César Augusto Diniz Xavier, Phedra G.S. Oliveira, Márcio Tadeu Godinho, Júlia B. Lage, José Cleydson F. Silva, Alison T. M. Lima, Francisco Murilo Zerbini Júnior

This study tracks begomovirus evolution in a natural environment over 12 years, finding similar substitution rates to agricultural systems and significant temporal shifts in viral communities.

bioRxiv · Sep 10, 2025 · PreprintMicrobiology

A 2D convolutional neural network for taxonomic classification applied to viruses in the phylum Cressdnaviricota

Ruither A. L. Gomes, Francisco Murilo Zerbini Júnior

The paper applies a 2D convolutional neural network to classify viruses in the phylum Cressdnaviricota, achieving high accuracy with data augmentation strategies.

bioRxiv · May 1, 2023 · PreprintBioinformatics