How Do Machine Learning and AI Influence Catalysis?
The integration of Machine Learning (ML) and Artificial Intelligence (AI) in catalysis is revolutionizing the field. These techniques can handle large datasets and identify patterns that are not easily discernible by humans. For example, ML algorithms can predict the activity of new catalysts based on existing data, significantly speeding up the discovery process. AI-driven approaches are also being used to optimize reaction conditions and improve the accuracy of computational models.