Author

Paulo Yanez Sarmiento

Hasso Plattner Institute

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Assay:protein sequence· 1 Approach:statistical model· 1

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Bernhard Y. RenardiD· 1 shared Connor W. ColeyiD· 1 shared Henrike HeyneiD· 1 shared Jordan F. SaferiD· 1 shared Pia Francesca RissomiD· 1 shared Sumaiya IqbaliD· 1 shared Vít ŠkrhákiD· 1 shared

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2026-2026 · peak 1/yr

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Bernhard Y. RenardORCID

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1 paper

Recent·Most cited

BioinformaticsPatternsPeer-reviewedAug 12, 2026

Decoding protein language models: insights from embedding space analysis

Pia Francesca Rissom, Vít Škrhák, Paulo Yanez Sarmiento…·Sumaiya Iqbal

This paper introduces a framework for comparing embedding spaces in molecular biology, demonstrating its utility in pre-filtering machine learning tasks and identifying differential patterns across embeddings.

DOI 10.1016/j.patter.2026.101635

protein sequencestatistical model

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