Understanding probability distributions is critical in nanotechnology because it allows scientists to predict the behavior of nanoparticles and nanostructures. These predictions are essential for applications in drug delivery, material science, and nanoelectronics. For example, the size distribution of nanoparticles can significantly influence their chemical reactivity and biological interactions.