High-performance computing (HPC) is crucial for simulating complex nanoscale phenomena that are computationally intensive. HPC allows for the modeling of interactions at the atomic and molecular levels with high precision. This is particularly important in fields like quantum mechanics and molecular dynamics, where traditional computational methods fall short.