Author

João Correia

Instituto de Tecnologia Química e Biológica António XavierORCID 0009-0002-5188-3424Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

João Correia1 paper · University of Minho

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Assay:protein structure· 2 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Cláudio M. SoaresiD· 2 shared Diana LousaiD· 2 shared Isabel RochaiD· 2 shared Alexandra BalolaiD· 1 shared Caio S. SouzaiD· 1 shared Caio Silva Souza· 1 shared Sofia FerreiraiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

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7 top collaborators · 18 mutual co-author links

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2 shared papersBioinformatics

Cláudio M. SoaresORCID

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2 papers

Recent·Most cited

BioinformaticsBMC BiotechnologyPeer-reviewedJun 29, 2026

Computer-guided enzyme engineering of PET hydrolase mutants towards improved PET affinity

Alexandra Balola, Sofia Ferreira, Caio Silva Souza…·Isabel Rocha

The paper identifies a mutation that improves PET degradation efficiency in enzyme variants through computational design and experimental validation.

DOI 10.1186/s12896-026-01173-7

protein structureexperimental assay

𝕏 PostBluesky

BioinformaticsbioRxivPreprintSep 9, 2025

GDEE: A Structure-Based Platform for Gene Discovery and Enzyme Engineering

Caio S. Souza, João Correia, Isabel Rocha…·Cláudio M. Soares

GDEE is a platform for gene discovery and enzyme engineering that optimizes enzymes for biosynthetic pathways by integrating sequence analysis, structure prediction, docking, and machine learning.

2 citations

protein structuremachine learning (classical)

𝕏 PostBluesky