How Can Machine Learning Aid Catalysis Innovation?
Machine learning techniques are increasingly being used to innovate in catalysis. By analyzing vast amounts of data, machine learning can predict the performance of new catalysts, optimize reaction conditions, and identify new catalytic materials. This approach significantly accelerates the discovery process, reducing both time and costs associated with experimental trials.