Author

M. Nicolini

University of MilanORCID 0009-0008-4508-9412Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Alberto PaccanaroiD· 1 shared Aldo GaleanoiD· 1 shared Dario MalchiodiiD· 1 shared Elena CasiraghiiD· 1 shared Emanuele CavalleriiD· 1 shared Emanuele SaittoiD· 1 shared Giorgio ValentiniiD· 1 shared Marco MesitiiD· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperBioinformatics

Alberto PaccanaroORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 10, 2024

Fine-tuning of conditional Transformers for the generation of functionally characterized enzymes

M. Nicolini, Emanuele Saitto, Ruben Emilio Jimenez Franco…·Giorgio Valentini

This paper introduces Finenzyme, a Protein Language Model that improves EC category prediction through fine-tuning, generating functionally similar enzymes with preserved structure and function.

1 citation

protein sequencedeep learning

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