Thanks for getting back to me so quickly.
My gpu drivers are up to date and I've verified the game files through steam (Before making the original post). Running as admin mode also didn't fix the issue.
The game is running just fine after trying it today after I changed my CPU to a balanced power management setting with no crashes in the last hour of playing. Before it was crashing at least once every 5-10minutes. Unsure if it matters but the CPU usage sits at 100% and is clocking at 4.63 GHz, before it was clocking up around 5.6 GHz.
I've had issues with playing remnant 2 multiplayer with the CPU before and needed to update to fix it.