How Do Automated Tools Enhance Catalyst Discovery?
Automated tools streamline the discovery process by enabling rapid, parallel experimentation and data collection. For instance, high-throughput screening systems can test thousands of catalyst candidates simultaneously under various conditions. This approach significantly reduces the time required to identify promising catalysts compared to traditional, sequential methods. Additionally, AI and ML algorithms can analyze large datasets to identify patterns and predict the performance of new catalysts, further speeding up the discovery process.
