Nanoscale simulations are computationally intensive and time-consuming. AI can optimize these simulations by predicting the outcomes of various scenarios without the need for extensive computations. Quantum computing combined with AI algorithms can simulate the interactions at the nanoscale more efficiently. This aids researchers in understanding complex physical phenomena and accelerates the development of new nanotechnologies.