Researchers produced magnesium, magnesium oxide (MgO), and magnesium hydride (MgH2) nanostructures using rapid thermal processing (RTP) to evaluate it as a scalable synthesis method. Electron energy loss spectroscopy (EELS) and X-ray energy dispersive spectroscopy (EDS) confirmed the presence of MgO and possibly MgH2 in the samples. The temperature and atmosphere during RTP affected the morphology and composition of the resulting nanostructures. Higher temperatures produced nanostructures with well-defined facets, while longer hold times allowed structures to fully form. Future work will optimize shape, composition reproducibility, and determine the growth mechanism.