Several key technologies underpin the integration of robotics in catalysis: - Automated Synthesis: Robotic systems can precisely handle chemicals, ensuring consistent and repeatable synthesis of catalysts. - High-Throughput Screening: Robots equipped with microfluidic devices and advanced sensors can quickly screen numerous catalyst candidates under various conditions. - Machine Learning and AI: These technologies process and analyze large datasets generated by robotic platforms, identifying patterns and optimizing catalytic processes.