Thanks for the suggestion. I forgot to mention, I have been paying attention to the temps. And normally my CPU and GPU are in the 60 degrees C when the crash occurs. Sometimes even below 60.
I have also tried resetting the graphics drivers when this problem happens. I used Crtl, shift...