MoLRSI uses past experiments to improve molecular search workflows

External checks on proposed candidates

The authors report experimental validation in antibiotic screening and peptide-binding design. The antibiotic workflow achieved a reported 15.9% hit rate against 8.7% for an earlier expert workflow using the same data and screening library.

MoLRSI uses past experiments to improve molecular search workflows ↗

The scope of the result

The peptide experiment reports eight validated hits against two targets. These are results in the paper’s screening settings; they do not establish a treatment, clinical benefit or general ability to discover useful molecules for any target.

MoLRSI uses past experiments to improve molecular search workflows ↗

What you can do

1. Read the assay definitions and experimental controls before comparing hit rates across studies. Open reference ↗

Where the evidence stops

Abstract checked November 4. Full laboratory methods, software and experimental results were not independently reviewed or reproduced.

Sources read. Primary sources checked November 4, 2026. No third-party software, model inference or complete workflow executed.

Sources & further reading