Non-linear I-V characteristics are vital because they reveal critical information about the electronic properties of nanoscale materials. These characteristics help in designing and optimizing nanoscale transistors, diodes, and other components essential for nanoelectronics. They also play a significant role in the development of quantum computing and other advanced technologies.