How Does Machine Learning Aid in Catalysis Research?
Machine learning algorithms can handle high dimensional data effectively and uncover hidden patterns that might not be apparent through traditional analysis. They can predict the performance of catalysts under different conditions, optimize reaction parameters, and even suggest new catalyst formulations. This accelerates the discovery process and leads to more efficient catalytic systems.
