Despite its advantages, EI also has some limitations. The high energy electrons used in EI can cause extensive fragmentation of the sample molecules, which can complicate the interpretation of the mass spectra. This is particularly challenging when dealing with large or complex molecules. Additionally, EI is generally limited to volatile and thermally stable compounds, which can restrict its application to certain catalytic systems.