Andrew L. Stachyra

Language models trained on high-throughput affinity data predict KD of unseen antibody variants across three orders of magnitude, and a "naturalness" score can be optimised alongside affinity.

This paper introduces a graph genome reference that improves read alignment and variant calling accuracy compared to traditional haplotype-based methods.