Geometric interactions are studied using a combination of experimental and computational techniques. Techniques such as X-ray diffraction (XRD), scanning tunneling microscopy (STM), and transmission electron microscopy (TEM) provide insights into the atomic arrangement of catalysts. Computational methods, including density functional theory (DFT) and molecular dynamics (MD) simulations, help in understanding the interaction mechanisms at the atomic level.