Several techniques can improve precision in catalytic processes:
High-Throughput Screening: Rapidly testing a large number of catalyst candidates to identify the most effective ones. In-Situ Characterization: Monitoring the catalyst and reaction intermediates during the reaction to gain real-time insights. Machine Learning: Using algorithms to analyze data and predict optimal conditions for catalytic reactions. Microreactors: Utilizing small-scale reactors to precisely control reaction conditions and kinetics.