Fig. 1
From: AI designed, mutation resistant broad neutralizing antibodies against multiple SARS-CoV-2 strains

Design of the two modeling approaches developed to support sequence-based antibody affinity design. (A) Graph neural network representation for affinity training (B) language-based (BiLSTM or transformer) neural network representation for affinity training.