Agreed. You could also try booting into safe mode to see if it's a driver issue. Another option is to run the built-in hardware diagnostics from the BIOS.
Yeah, I had the same problem with a different model. For me, it ended up being a faulty RAM module that passed the initial checks but failed under load. Good luck!