Antibody Resources

A repository aggregating current research on computational methods for antibody design

ML-based Antibody Design

• ITERATIVE REFINEMENT GRAPH NEURAL NETWORK FOR ANTIBODY SEQUENCE-STRUCTURE CO-DESIGN (2021)

• Deep learning guided optimization of human antibody against SARS-CoV-2 variants with broad neutralization (2022)

• Antibody design using LSTM based deep generative model from phage display library for affinity maturation (2021)

Reviews

• Progress and challenges for the machine learning-based design of fit-for-purpose monoclonal antibodies (2022)

Data

• SAbDab