What Are the Key Techniques Used in AI for Catalysis?
Several AI techniques are particularly relevant to catalysis, including:
Neural networks: These are used to predict the properties and behaviors of catalysts based on training data. Genetic algorithms: These mimic natural selection processes to optimize catalyst structures and functions. Natural language processing (NLP): This helps in mining scientific literature to extract valuable insights about catalyst performance and reaction mechanisms.