Thanks for the suggestions.
Sadly I dont think I have powerful enough power supply to swap it out at the moment.
About event logs, I do find logs "The system has rebooted without cleanly shutting down first. This error could be caused if the system stopped responding, crashed, or lost power unexpectedly." that seemingly reports the crash, but there are no other logs that i could find related to that