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Generative models for antimicrobial peptide design: auto-encoders and beyond.

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Title: Generative models for antimicrobial peptide design: auto-encoders and beyond.
Authors: Beierle L; Bioinformatics and Systems Biology, Justus-Liebig-University Giessen, Ludwigsplatz, Giessen, Hesse, 35390, Germany. lukas.beierle@computational.bio.uni-giessen.de., Hahnfeld J; Bioinformatics and Systems Biology, Justus-Liebig-University Giessen, Ludwigsplatz, Giessen, Hesse, 35390, Germany., Goesmann A; Bioinformatics and Systems Biology, Justus-Liebig-University Giessen, Ludwigsplatz, Giessen, Hesse, 35390, Germany., Mostolizadeh R; Bioinformatics and Systems Biology, Justus-Liebig-University Giessen, Ludwigsplatz, Giessen, Hesse, 35390, Germany.; Max-Planck-Institute for Terrestrial Microbiology, Marburg, Hesse, 35043, Germany., Cemič F; Department of Computer Science, University of Applied Sciences Giessen, Gutfleischstrasse, Giessen, Hesse, 35390, Germany.
Source: BioData mining [BioData Min] 2026 May 09; Vol. 19 (1). Date of Electronic Publication: 2026 May 09.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101319161 Publication Model: Electronic Cited Medium: Print ISSN: 1756-0381 (Print) Linking ISSN: 17560381 NLM ISO Abbreviation: BioData Min Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Beierle+L%22">Beierle L</searchLink>; Bioinformatics and Systems Biology, Justus-Liebig-University Giessen, Ludwigsplatz, Giessen, Hesse, 35390, Germany. lukas.beierle@computational.bio.uni-giessen.de.<br /><searchLink fieldCode="AU" term="%22Hahnfeld+J%22">Hahnfeld J</searchLink>; Bioinformatics and Systems Biology, Justus-Liebig-University Giessen, Ludwigsplatz, Giessen, Hesse, 35390, Germany.<br /><searchLink fieldCode="AU" term="%22Goesmann+A%22">Goesmann A</searchLink>; Bioinformatics and Systems Biology, Justus-Liebig-University Giessen, Ludwigsplatz, Giessen, Hesse, 35390, Germany.<br /><searchLink fieldCode="AU" term="%22Mostolizadeh+R%22">Mostolizadeh R</searchLink>; Bioinformatics and Systems Biology, Justus-Liebig-University Giessen, Ludwigsplatz, Giessen, Hesse, 35390, Germany.; Max-Planck-Institute for Terrestrial Microbiology, Marburg, Hesse, 35043, Germany.<br /><searchLink fieldCode="AU" term="%22Cemič+F%22">Cemič F</searchLink>; Department of Computer Science, University of Applied Sciences Giessen, Gutfleischstrasse, Giessen, Hesse, 35390, Germany.
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              Text: 2026 May 09
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