Minkowski spacetime is only accurate at describing constant velocity. It was Einstein, though, who discovered the curvature of space-time (gravity) in general relativity. In general relativity, Einstein generalized Minkowski space-time to include the effects of acceleration. Einstein discovered that the curvature in his 4-dimensional space-time representation was actually the cause of gravity. 