PLM embeddings improve antibody monomer CDR-H3 accuracy but fail on complexes without co-evolution signals, while MSA refinement and convergence-aware recycling yield gains over AlphaFold3 on held-out antibody-antigen data without retraining.
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Computational Modeling of Antibody-Antigen Complexes: PLM-Based and MSA-Based Approaches
PLM embeddings improve antibody monomer CDR-H3 accuracy but fail on complexes without co-evolution signals, while MSA refinement and convergence-aware recycling yield gains over AlphaFold3 on held-out antibody-antigen data without retraining.