What are the Applications of AI and ML in Catalysis?
AI and ML have several applications in catalysis, including: - Material Design: AI can predict the structural and electronic properties of new materials, aiding in the design of more efficient catalysts. - Reaction Optimization: ML algorithms can optimize reaction conditions by analyzing data from previous experiments, leading to better yields and selectivity. - Process Control: AI systems can monitor and control catalytic processes in real-time, ensuring optimal performance and reducing waste. - Data Analysis: ML can process and interpret complex datasets from catalytic experiments, providing insights that may not be apparent through traditional analysis.
