A method for analyzing a sample includes directing one or more beams of X-rays to impinge on an area of a surface of the sample on which a layer of nano-particles of a selected element has been formed. Secondary X-ray radiation from the area is detected responsively to the one or more beams. A distribution of the nano-particles on the surface is characterized based on the detected radiation.