How Can Machine Learning and AI Aid in Automation?
Machine learning and artificial intelligence (AI) are increasingly being used to enhance the automation of catalytic processes. These technologies can analyze large datasets to identify patterns and optimize reaction conditions. For example, AI algorithms can predict the optimal temperature and pressure settings for a given reaction, reducing the need for trial and error. Additionally, machine learning models can continuously improve their predictions based on new data, leading to increasingly efficient and reliable processes.
