檢索結果 - Michael Heinzinger

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  1. 1
    Teaching AI to speak protein

    Teaching AI to speak protein 由 Michael Heinzinger, Burkhard Rost

    出版 2025
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  2. 2
    Protein language-model embeddings for fast, accurate, and alignment-free protein structure prediction

    Protein language-model embeddings for fast, accurate, and alignment-free protein structure prediction 由 Konstantin Weißenow, Michael Heinzinger, Burkhard Rost

    出版 2022
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  3. 3
    SETH predicts nuances of residue disorder from protein embeddings

    SETH predicts nuances of residue disorder from protein embeddings 由 Dagmar Ilzhöfer, Michael Heinzinger, Burkhard Rost

    出版 2022
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  4. 4
    Fine-tuning protein language models boosts predictions across diverse tasks

    Fine-tuning protein language models boosts predictions across diverse tasks 由 Robert Schmirler, Michael Heinzinger, Burkhard Rost

    出版 2024
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  5. 5
    Light attention predicts protein location from the language of life

    Light attention predicts protein location from the language of life 由 H. Stärk, Christian Dallago, Michael Heinzinger, Burkhard Rost

    出版 2021
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  6. 6
    Ultra-fast protein structure prediction to capture effects of sequence variation in mutation movies

    Ultra-fast protein structure prediction to capture effects of sequence variation in mutation movies 由 Konstantin Weißenow, Michael Heinzinger, Martin Steinegger, Burkhard Rost

    出版 2022
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  7. 7
    Nearest neighbor search on embeddings rapidly identifies distant protein relations

    Nearest neighbor search on embeddings rapidly identifies distant protein relations 由 Konstantin Schütze, Michael Heinzinger, Martin Steinegger, Burkhard Rost

    出版 2022
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  8. 8
    Protein embeddings predict binding residues in disordered regions

    Protein embeddings predict binding residues in disordered regions 由 Laura R. Jahn, Céline Marquet, Michael Heinzinger, Burkhard Rost

    出版 2024
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  9. 9
    Embeddings from deep learning transfer GO annotations beyond homology

    Embeddings from deep learning transfer GO annotations beyond homology 由 Maria Littmann, Michael Heinzinger, Christian Dallago, Tobias Olenyi, Burkhard Rost

    出版 2021
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  10. 10
    Contrastive learning on protein embeddings enlightens midnight zone

    Contrastive learning on protein embeddings enlightens midnight zone 由 Michael Heinzinger, Maria Littmann, Ian Sillitoe, Nicola Bordin, Christine Orengo, Burkhard Rost

    出版 2022
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  11. 11
    Improving protein succinylation sites prediction using embeddings from protein language model

    Improving protein succinylation sites prediction using embeddings from protein language model 由 Suresh Pokharel, Pawel Pratyush, Michael Heinzinger, Robert H. Newman, Dukka B. KC

    出版 2022
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  12. 12
    From sequence to function through structure: Deep learning for protein design

    From sequence to function through structure: Deep learning for protein design 由 Noelia Ferruz, Michael Heinzinger, Mehmet Akdel, Alexander Goncearenco, Luca Naef, Christian Dallago

    出版 2022
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  13. 13
    Modeling the language of life – Deep Learning Protein Sequences

    Modeling the language of life – Deep Learning Protein Sequences 由 Michael Heinzinger, Ahmed Elnaggar, Yu Wang, Christian Dallago, Dmitrii Nechaev, Florian Matthes, Burkhard Rost

    出版 2019
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  14. 14
    Modeling aspects of the language of life through transfer-learning protein sequences

    Modeling aspects of the language of life through transfer-learning protein sequences 由 Michael Heinzinger, Ahmed Elnaggar, Yu Wang, Christian Dallago, Dmitrii Nechaev, Florian Matthes, Burkhard Rost

    出版 2019
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  15. 15
    ProtSpace: a tool for visualizing protein space

    ProtSpace: a tool for visualizing protein space 由 Tobias Senoner, Tobias Olenyi, Michael Heinzinger, Anton Spannagl, George Bouras, Burkhard Rost, Ivan Koludarov

    出版 2025
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  16. 16
    TMVisDB: Annotation and 3D-visualization of transmembrane proteins

    TMVisDB: Annotation and 3D-visualization of transmembrane proteins 由 Tobias Olenyi, Céline Marquet, Anastasiia Grekova, Leen Houri, Michael Heinzinger, Christian Dallago, Burkhard Rost

    出版 2025
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  17. 17
    Bilingual Language Model for Protein Sequence and Structure

    Bilingual Language Model for Protein Sequence and Structure 由 Michael Heinzinger, Konstantin Weißenow, Joaquín Gómez Sánchez, Adrian Henkel, Milot Mirdita, Martin Steinegger, Burkhard Rost

    出版 2023
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  18. 18
    Bilingual language model for protein sequence and structure

    Bilingual language model for protein sequence and structure 由 Michael Heinzinger, Konstantin Weißenow, Joaquín Gómez Sánchez, Adrian Henkel, Milot Mirdita, Martin Steinegger, Burkhard Rost

    出版 2024
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  19. 19
    Embeddings from protein language models predict conservation and variant effects

    Embeddings from protein language models predict conservation and variant effects 由 Céline Marquet, Michael Heinzinger, Tobias Olenyi, Christian Dallago, Kyra Erckert, Michael Bernhofer, Dmitrii Nechaev, Burkhard Rost

    出版 2021
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  20. 20
    Domain loss enabled evolution of novel functions in the snake three-finger toxin gene superfamily

    Domain loss enabled evolution of novel functions in the snake three-finger toxin gene superfamily 由 Ivan Koludarov, Tobias Senoner, Timothy N. W. Jackson, Daniel Dashevsky, Michael Heinzinger, Steven D. Aird, Burkhard Rost

    出版 2023
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