Author

Sergio Consoli

Joint Research CentreORCID 0000-0001-7357-5858Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Fabiola CurioniD· 1 shared Gabriele LeoniiD· 1 shared Lorenzo BertoliniiD· 1 shared Mario CeresaiD· 1 shared Mauro PetrilloiD· 1 shared Michele RoncoiD· 1 shared Victoria Ruiz‐SerraiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperGenomics

Fabiola CurionORCID

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1 paper

Recent·Most cited

GenomicsbioRxivPreprintSep 30, 2026

Evo 2 as a classification machine: evidence from in-context learning and mechanistic interpretability

Lorenzo Bertolini, Fabiola Curion, Mauro Petrillo…·Mario Ceresa

This paper evaluates Evo 2's in-context learning capabilities on genomic sequences, finding strong performance on short sequences but degradation with length, and no benefit from model scaling.

DOI 10.64898/2026.09.30.755330

machine learning (classical)benchmarking

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