Despite its importance, screening for catalysts comes with several challenges:
1. High Cost and Time: Experimental screening can be expensive and time-consuming, especially when dealing with a large number of potential catalysts. 2. Complex Data Analysis: The large amount of data generated during screening requires sophisticated data analysis techniques to identify trends and make informed decisions. 3. Reproducibility: Ensuring that screening results are reproducible and consistent across different experimental conditions can be challenging.
