What Role Does Machine Learning Play in Catalysis?
Machine learning (ML) is a subset of artificial intelligence that enables computers to learn from data and make predictions. In catalysis, ML algorithms can be trained on experimental data to predict the activity, selectivity, and stability of catalysts. This accelerates the discovery of new catalysts and the optimization of existing ones by providing insights that are not immediately apparent through traditional experimentation.
