Can You Provide an Example of Successful Application?
One notable example is the use of machine learning to optimize heterogeneous catalysts for industrial processes. Researchers have developed models that predict the activity of various metal alloys, significantly narrowing down the candidates for experimental testing. This approach has led to the discovery of several highly efficient and selective catalysts for chemical reactions such as hydrogenation and oxidation.