Determining the optimal size and shape involves a combination of experimental techniques and theoretical modeling. Techniques like Transmission Electron Microscopy (TEM) and X-ray Diffraction (XRD) are used to characterize the nanoparticles, while computational methods such as Density Functional Theory (DFT) help in understanding the electronic structure and predicting catalytic performance.