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Protein language-model embeddings for fast,accurate, and alignment-free protein structure prediction
Affiliation:1. TUM (Technical University of Munich), Department of Informatics, Bioinformatics and Computational Biology - i12, Boltzmannstr. 3, 85748 Garching/Munich, Germany;2. TUM Graduate School, Center of Doctoral Studies in Informatics and its Applications (CeDoSIA), Boltzmannstr. 11, 85748 Garching, Germany;3. Institute for Advanced Study (TUM-IAS), Lichtenbergstr. 2a, 85748 Garching/Munich, Germany & TUM School of Life Sciences Weihenstephan (WZW), Alte Akademie 8, Freising, Germany
Abstract:
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  • Keywords:protein structure prediction  deep learning  machine learning  protein language model  multiple sequence alignments
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