What is the Role of Artificial Intelligence and Machine Learning?
AI and ML are increasingly being integrated into catalysis research to analyze complex datasets and make predictions. These technologies can process large volumes of experimental and computational data to uncover hidden patterns and relationships. For example, ML models can be trained to predict the activity and stability of catalysts based on their structural features. AI-driven design algorithms can also suggest new catalyst structures with desired properties, guiding experimental efforts and reducing the need for trial-and-error approaches.
