Author

Joan Coines

Institut de Biologia Molecular de BarcelonaORCID 0000-0001-6531-9344Unclaimed ORCID profile · follow to get notified of new preprints

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Bioinformatics· 1

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Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1

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Alex VicenteiD· 1 shared L DornfeldiD· 1 shared Noelia FerruziD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Alex VicenteORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMar 11, 2026

Generalise or Memorise? Benchmarking Ligand-Conditioned Protein Generation from Sequence-Only Data

Alex Vicente, L Dornfeld, Joan Coines, Noelia Ferruz

This study benchmarks ligand-conditioned protein generation using sequence-only data, revealing trade-offs between diversity and foldability based on dataset characteristics.

DOI 10.64898/2026.02.06.704305

protein sequencemachine learning (classical)

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