How Do Researchers Approach the Discovery of New Catalytic Materials?
Researchers employ a multi-faceted approach to discover new catalytic materials. This often involves a combination of experimental techniques and computational modeling. High-throughput experimentation allows for the rapid screening of a large number of materials, while computational methods can predict the properties and performance of potential catalysts. Machine learning and artificial intelligence are increasingly being used to analyze data and identify patterns that can guide the discovery process.