In the field of Nanotechnology, GPU accelerators play a pivotal role in simulating and modeling nanoscale materials and processes. These simulations often involve vast datasets and intricate computations, which GPUs can handle more efficiently than traditional CPUs. For instance, GPUs are used in molecular dynamics to simulate the physical movements of atoms and molecules, allowing researchers to study complex systems at the atomic level.