Biomedical Engineering | Biotechnology | Immunology Prediction of polyspecificity from antibody sequence data by machine learning. April 23, 2024
Bioinformatics | Immunology Can AlphaFold’s breakthrough in protein structure help decode the fundamental principles of adaptive cellular immunity? April 23, 2024
Bioinformatics | Immunology Investigating the ability of deep learning-based structure prediction to extrapolate and/or enrich the set of antibody CDR canonical forms. March 14, 2024
Bioinformatics | Chemoinformatics | Computational Chemistry PoseBusters: AI-based docking methods fail to generate physically valid poses or generalise to novel sequences. March 1, 2024
Bioinformatics | Chemoinformatics | Machine Learning Exploring the ability of machine learning-based virtual screening models to identify the functional groups responsible for binding. September 19, 2023
Bioinformatics | Biotechnology | Immunology ImmuneBuilder: Deep-Learning models for predicting the structures of immune proteins. May 29, 2023
Biomedical Engineering | Computational Chemistry A Small Step Toward Generalizability: Training a Machine Learning Scoring Function for Structure-Based Virtual Screening. May 11, 2023
Bioinformatics | Protein Chemistry | Structural Biology Current structure predictors are not learning the physics of protein folding. January 31, 2022
Bioinformatics | Immunology ABlooper: Fast accurate antibody CDR loop structure prediction with accuracy estimation. January 31, 2022
Bioinformatics | Drug Discovery | Pharmaceuticals DLAB-Deep learning methods for structure-based virtual screening of antibodies. September 21, 2021
Bioinformatics | Chemoinformatics Generating Property-Matched Decoy Molecules Using Deep Learning. February 3, 2021