Robotic screening involves the use of automated platforms equipped with robotic arms, liquid handling systems, and analytical instruments. These systems can precisely dispense small amounts of reactants, catalysts, and solvents into micro-well plates or reactors. The robotic platform then conducts the reactions under various conditions and collects data on catalytic performance using integrated detection systems like mass spectrometry, gas chromatography, or infrared spectroscopy. Advanced software algorithms analyze the data to identify the most promising catalysts and conditions.
