Céline Marquet
Technical University of Munich(DE)
Publications by Year
Research Areas
Machine Learning in Bioinformatics, Genomics and Phylogenetic Studies, Bioinformatics and Genomic Networks, RNA and protein synthesis mechanisms, Protein Structure and Dynamics
Most-Cited Works
- → Embeddings from protein language models predict conservation and variant effects(2021)167 cited
- → Expert-guided protein language models enable accurate and blazingly fast fitness prediction(2024)27 cited
- → Protein embeddings predict binding residues in disordered regions(2024)26 cited
- → DiffDock-PP: Rigid Protein-Protein Docking with Diffusion Models(2023)26 cited
- → PINDER: The protein interaction dataset and evaluation resource(2024)20 cited
- → Critical assessment of missense variant effect predictors on disease-relevant variant data(2025)17 cited
- → LambdaPP : Fast and accessible protein‐specific phenotype predictions(2022)17 cited
- → Alignment-based Protein Mutational Landscape Prediction: Doing More with Less(2023)16 cited