High-throughput screening (HTS) allows for the rapid evaluation of a large number of catalytic materials under various conditions. Automated systems can perform thousands of experiments in parallel, generating massive datasets. Advanced data analysis techniques are then used to analyze these datasets, identifying promising catalysts for further investigation.