“…Thus, for important cases, for instance work with expensive reagents or large-scale organic processes, the catalyst is usually chosen based on preliminary testing of the commercially available species, but the tests performed in a small scale do not guarantee the desired outcome of the multigram-scale synthesis. [26] A combination of several physical methods should be used for detailed characterization of the nanoparticle-based catalysts. Such methods include transmission and scanning electron microscopy, X-ray diffraction, adsorption of N 2 and chemisorption of CO, atomic absorption spectrometry, XPS and others for determination of metal content, particles size, oxidation state of metal, etc.…”