Protein language-model embeddings for fast, accurate, and alignment-free protein structure prediction
Konstantin Weißenow, Michael Heinzinger, Burkhard Rost
Topics & Concepts
Computer scienceProtein structure predictionArtificial intelligenceConvolutional neural networkProtein structureMultiple sequence alignmentSequence (biology)Protein sequencingMachine learningPattern recognition (psychology)Sequence alignmentBiologyPeptide sequenceGeneticsGeneBiochemistryGenomics and Phylogenetic StudiesRNA and protein synthesis mechanismsProtein Structure and Dynamics