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No, the application just freezes and says "not responding"

Do you have antivirus installed? And are you able to run similar games without any problems?

I do have antivirus installed, but I run similar games just fine yes.

And your antivirus hasn't quarantined the game or files in the game directory? This might be a long shot, but are your graphics drivers up to date?