Author

Lukáš Polák

Charles University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Approach:deep learning· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

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David HokszaiD· 1 shared Marián NovotnýiD· 1 shared Vít ŠkrhákiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperBioinformatics

David HokszaORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMay 11, 2026

Seq2Pocket: Augmenting protein language models for spatially consistent binding site prediction

Vít Škrhák, Lukáš Polák, Marián Novotný, David Hoksza

Seq2Pocket improves binding site prediction by combining pLM fine-tuning, data enhancement, and structure-aware post-processing, achieving state-of-the-art performance on benchmark datasets.

1 citation

protein structuredeep learning

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