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Current Opinion in Structural Biology|February 22, 2025
Teaching AI to speak proteinMichael Heinzinger, Burkhard RostCold Spring Harbor Perspectives in Biology|June 10, 2024
Artificial Intelligence Learns Protein PredictionMichael Heinzinger, Burkhard RostFrontiers in Bioinformatics|October 28, 2022
SETH predicts nuances of residue disorder from protein embeddingsDagmar Ilzhöfer, Michael Heinzinger, Burkhard RostStructure (London, England : 1993)|May 24, 2022
Protein language-model embeddings for fast, accurate, and alignment-free protein structure predictionKonstantin Weissenow, Michael Heinzinger, Burkhard RostNature Communications|August 28, 2024
Fine-tuning protein language models boosts predictions across diverse tasksRobert Schmirler, Michael Heinzinger, Burkhard RostCell Systems|October 21, 2021
Protein matchmaking through representation learningMichael Heinzinger, Christian Dallago, Burkhard RostBioinformatics Advances|January 26, 2023
Light attention predicts protein location from the language of lifeHannes Stärk, Christian Dallago, Michael Heinzinger, et al.Frontiers in Bioinformatics|December 5, 2022
Nearest neighbor search on embeddings rapidly identifies distant protein relationsKonstantin Schütze, Michael Heinzinger, Martin Steinegger, et al.Scientific Reports|June 12, 2024
Protein embeddings predict binding residues in disordered regionsLaura R Jahn, Céline Marquet, Michael Heinzinger, et al.Proteomics|October 16, 2018
Dark Proteins Important for Cellular FunctionAndrea Schafferhans, Seán I O'Donoghue, Michael Heinzinger, et al.Pageof 25