ETD

• antibody language models
• antibody pairing
• deep learning
• machine learning

The study has to purpose to shed a light on the way antibody's VH and VL sequences pair to fight antigens. Deep learning models such as antibody language models and multi layer percepetrons are trained to classify whether two sequences are naturally paired or come from a synthetic pairing strategy developed after a data-driven analysis on antibody sequences.