Hao-Ran Zhang

Evaluation of protein sequence retrieval via protein language model embeddings and FAISS.

Protein sequence similarity search underpins function annotation, evolutionary analysis, and metagenomic mining, yet conventional alignment-based methods face two persistent difficulties. First, their computational cost grows linearly with database size, making them impractical for billion-scale repositories. Second, t...