Author

Edgar Zanella Alvarenga

ORCID 0009-0002-7506-2540Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Organism:bacteria (other)· 1 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:E. coli· 1 Approach:machine learning (classical)· 1 Assay:metabolomics· 1

Frequent Co-Authors

Fernanda PinheiroiD· 2 shared Alberto Peruzzi· 1 shared Edoardo OltoliniiD· 1 shared Fabrizio AngaroniiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 4 mutual co-author links

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2 shared papersMicrobiology

Fernanda PinheiroORCID

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2 papers

Recent·Most cited

MicrobiologybioRxivPreprintAug 21, 2026

No-code microbial growth phenotyping with GUIbiont

Edgar Zanella Alvarenga, Edoardo Oltolini, Fernanda Pinheiro

GUIbiont is a no-code tool for analyzing microbial growth data, enabling quality control, curve fitting, and metadata-linked analysis, validated on E. coli deletion strains and defined-media curves.

DOI 10.64898/2026.08.17.745250

E. colimetagenomics

𝕏 PostBluesky

MicrobiologyNature CommunicationsPeer-reviewedJul 11, 2025

Kinbiont: From time series to ecological and evolutionary responses in microbial systems

Fabrizio Angaroni, Alberto Peruzzi, Edgar Zanella Alvarenga, Fernanda Pinheiro

Kinbiont provides a model-based analysis pipeline for microbial kinetics data, enabling ecological and evolutionary insights through numerical methods and machine learning.

5 citations

bacteria (other)metabolomics

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