Wilson Y. Wu

Ultrafast classical phylogenetic method beats large protein language models on variant effect prediction

Amino acid substitution rate matrices are fundamental to statistical phylogenetics and evolutionary biology. Estimating them typically requires reconstructed trees for massive amounts of aligned proteins, which poses a major computational bottleneck. In this paper, we develop a near-linear time meth…