Fine Grid Refinement is a computational technique used to increase the resolution of a numerical simulation in specific regions of interest, enhancing accuracy without exorbitant computational costs. It involves subdividing a coarse grid into finer grids where detailed analysis is required, allowing for better representation of complex phenomena in those areas.