Maria Littmann

PredictProtein - Predicting Protein Structure and Function for 29 Years

Michael Bernhofer, Christian Dallago, Tim Karl et al. · Nucleic Acids Research · 2021 · 264 citations · Full text

Life Sciences, Biochemistry, Bioinformatics +14

Embeddings from deep learning transfer GO annotations beyond homology

Maria Littmann, Michael Heinzinger, Christian Dallago et al. · Scientific Reports · 2021 · 207 citations · Full text

Life Sciences, Bioinformatics, Computational Biology +9

Protein embeddings and deep learning predict binding residues for various ligand classes

Maria Littmann, Michael Heinzinger, Christian Dallago et al. · Scientific Reports · 2021 · 131 citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +17

Learned Embeddings from Deep Learning to Visualize and Predict Protein Sets

Christian Dallago, Konstantin Schütze, Michael Heinzinger et al. · Current Protocols · 2021 · 123 citations

Life Sciences, Bioinformatics, Molecular Biology +9

Contrastive learning on protein embeddings enlightens midnight zone

Michael Heinzinger, Maria Littmann, Ian Sillitoe et al. · NAR Genomics and Bioinformatics · 2022 · 109 citations · Full text

Life Sciences, Bioinformatics, Biology +14