Scalability is a critical issue in computational nanotechnology. As the size of the system or the accuracy of the model increases, the computational resources required can grow disproportionately. This makes it difficult to scale simulations to larger systems or higher levels of accuracy without running into hardware and software limitations. Scalability issues also affect the ability to parallelize computations effectively, which is essential for leveraging HPC resources.