Shafqat Iqbal

Chemoinformatic and machine learning fusion for designing silver nanoparticles with enhanced antimicrobial properties

An interpretable machine learning framework is presented for predicting the antimicrobial activity of silver nanoparticles (AgNPs), utilizing a curated dataset from NanoAntimicrobialDB that identified synthesis method, particle size, nanoparticle stabilization, and surface charge as critical factors influencing antimic...