Library diversity can be achieved through various strategies:
Combinatorial Chemistry: Systematically combining different ligands, metals, and supports to create a large variety of potential catalysts. High-Throughput Screening: Rapidly testing many different catalysts under different conditions to identify the most effective ones. Machine Learning: Utilizing machine learning algorithms to predict the performance of new catalysts based on existing data. Rational Design: Designing catalysts based on a deep understanding of the reaction mechanism and catalyst structure.
