At the nanoscale, quantum effects become prominent. Electrons and other particles exhibit wave-like behavior, leading to phenomena such as quantum tunneling and quantized energy levels. These effects can be harnessed to create novel devices like quantum dots and nanotubes, but they also add layers of complexity to the design and modeling of nanosystems. Understanding these quantum effects is crucial for developing reliable and efficient nanoscale devices.