Predictive power refers to the capability of models and simulations to accurately forecast the behavior and properties of materials at the nanoscale. This involves predicting how nanoparticles, nanotubes, and other nanostructures will interact with their environment, including biological systems, chemical processes, and physical conditions. Accurate predictions are crucial for advancing nanotechnology applications in fields such as medicine, electronics, and materials science.