Céline Marquet

Embeddings from protein language models predict conservation and variant effects

Céline Marquet, Michael Heinzinger, Tobias Olenyi et al. · Human Genetics · 2021 · 164 citations · Full text

DiffDock-PP: Rigid Protein-Protein Docking with Diffusion Models

Mohamed Amine Ketata, Cedrik Laue, Ruslan Mammadov et al. · arXiv (Cornell University) · 2023 · 26 citations · Full text

Protein Assembly, Protein Folding, Medicine +14

Expert-guided protein language models enable accurate and blazingly fast fitness prediction

Céline Marquet, Julius Schlensok, Marina Abakarova et al. · Bioinformatics · 2024 · 26 citations · Full text

Protein embeddings predict binding residues in disordered regions

Laura R. Jahn, Céline Marquet, Michael Heinzinger et al. · Scientific Reports · 2024 · 25 citations · Full text

Embeddings from protein language models predict conservation and variant effects

Céline Marquet, Michael Heinzinger, Tobias Olenyi et al. · Research Square (Research Square) · 2021 · 21 citations · Full text