Ameya Kulkarni

Explicit representation of germline and non-germline residues improves antibody language modeling

Antibodies originate from germline immunoglobulin gene templates and are diversified by somatic hypermutation during affinity maturation. This process produces sequences in which conserved germline residues provide structural scaffolding, complemented by rare non-germline substitutions that refine a…