How Does Machine Learning Contribute to Accelerated Discovery?
Machine learning (ML) has become a powerful tool in the field of catalysis. By analyzing large datasets, ML algorithms can quickly identify structure-property relationships that would be difficult to discern through traditional methods. This enables researchers to predict the performance of new catalyst materials and optimize existing ones more efficiently.