Machine-learning-assisted screening of pure-silica zeolites for effective removal of linear siloxanes and derivatives

Abstract

By a two-step computational process, namely Grand Canonical Monte Carlo (GCMC) simulations and machine learning (ML), we screened 50 959 hypothetical pure-silica zeolites and identified 230 preeminent zeolites with excellent adsorption performances.