The required number of samples can vary depending on the specific catalytic reaction being studied. For initial screening, a smaller number of samples (e.g., 5-10) might be sufficient. However, for more detailed studies aiming to understand the mechanisms or to optimize conditions, a larger sample size (e.g., 30-50 or more) is often necessary.