Yes.
Graphics Processing Unit (GPU), the most common of which is the Nvidia chip, is assigned to graphics on a PC and not really built for anything else. The root of all blue screens of death is Microsoft Windows so when there’s a problem on the Windows software it often overlaps with one apparently on the hardware.