To address the limitations of batch testing, researchers often use a combination of batch and continuous testing methods. For instance, data obtained from batch testing can be used to create models that predict the behavior of the catalyst in continuous processes. Additionally, advanced analytical techniques like [in situ spectroscopy]() and [mass spectrometry]() can be employed to gain deeper insights into the reaction mechanism and catalyst behavior.