How Do Advanced Analytics Improve Catalyst Design?
Advanced analytics enable the rational design of catalysts by providing a deeper understanding of structure-performance relationships. For example, quantum mechanical calculations can identify active sites and reaction pathways, while machine learning models can predict how changes in catalyst composition will affect performance. This knowledge helps in designing catalysts that are more efficient, selective, and durable.