The crashes are logged in your Windows Event Viewer, under Application. They show as “error”, (you can sort by event type and dates).
I believe your random crashes are DirectX crashes, there is a popular thread regarding those:
DirectX Function Error (Nvidia) - Are you actually serious EA? ( 28.03.17 - 21:34 CEST )