Maria Littmann

PredictProtein - Predicting Protein Structure and Function for 29 Years

Michael Bernhofer, Christian Dallago, Tim Karl et al. · Nucleic Acids Research · 2021 · 258 citations · Full text

Embeddings from deep learning transfer GO annotations beyond homology

Maria Littmann, Michael Heinzinger, Christian Dallago et al. · Scientific Reports · 2021 · 200 citations · Full text

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

Maria Littmann, Michael Heinzinger, Christian Dallago et al. · Scientific Reports · 2021 · 122 citations · Full text

Artificial Intelligence, Engineering, Structural Bioinformatics +24

Learned Embeddings from Deep Learning to Visualize and Predict Protein Sets

Christian Dallago, Konstantin Schütze, Michael Heinzinger et al. · Current Protocols · 2021 · 118 citations

Contrastive learning on protein embeddings enlightens midnight zone

Michael Heinzinger, Maria Littmann, Ian Sillitoe et al. · NAR Genomics and Bioinformatics · 2022 · 104 citations · Full text