What role does machine learning play in these systems?
Machine learning plays a crucial role by providing the computational power to analyze complex datasets and develop predictive models. These models can forecast the outcomes of different reaction conditions and suggest optimal settings. Techniques such as supervised learning, unsupervised learning, and reinforcement learning can be employed depending on the specific requirements and data availability.