Burkhard Rost
- ProtTrans: Toward Understanding the Language of Life Through Self-Supervised Learning
2021/07/07 by Ahmed Elnaggar, Michael Heinzinger, Christian Dallago +10 · 100 citations
Computer Science · Psychology · #Innovative Teaching and Learning Methods #Natural Language Processing Techniques #Topic Modeling
- ProtTrans: Towards Cracking the Language of Life's Code Through Self-Supervised Deep Learning and High Performance Computing
2020/07/13 by Ahmed Elnaggar, Michael Heinzinger, Elnaggar, Ahmed +22 · 32 citations
Computer Science · #Software Engineering Research #Topic Modeling #Software Reliability and Analysis Research
- Ankh: Optimized Protein Language Model Unlocks General-Purpose Modelling
2023/01/16 by Ahmed Elnaggar, Elnaggar, Ahmed, Hazem Essam +11 · 14 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computation and Language (cs.CL) #Distributed #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science #Parallel #Quantitative Methods (q-bio.QM) #Software Engineering Research #and Cluster Computing (cs.DC)
- Embeddings from protein language models predict conservation and variant effects
2021/12/30 by Céline Marquet, Michael Heinzinger, Tobias Olenyi +5 · 6 citations
Biochemistry, Genetics and Molecular Biology · #Genomics and Phylogenetic Studies #Machine Learning in Bioinformatics #RNA and protein synthesis mechanisms
- Madness, Cannibalism, and Traditional Fiction between Lu Xun and Mo Yan
2012/01/01 by Konstantin Weissenow, Konstantin Weißenow, Michael Heinzinger +2 · 4 citations
Biochemistry, Genetics and Molecular Biology · Social Sciences · #Chinese history and philosophy #Genomics and Phylogenetic Studies #Protein Structure and Dynamics #RNA and protein synthesis mechanisms
- BioNeMo Framework: a modular, high-performance library for AI model development in drug discovery
2024/11/15 by Peter St. John, Peter C. St. John, Dejun Lin +203 · 1 voice · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #Genetics, Bioinformatics, and Biomedical Research #Machine Learning in Materials Science #cs.LG #q-bio.BM
- Are protein language models the new universal key?
2025/02/07 by Konstantin Weißenow, Burkhard Rost · 1 voice · 4 citations
Biochemistry, Genetics and Molecular Biology · #Genomics and Phylogenetic Studies #Machine Learning in Bioinformatics #RNA and protein synthesis mechanisms