I am seeking to assess the philosophical consistency between modern physics and the Damascene theologian Ibn Taymiyya's theory of natural causation. Ibn Taymiyya seems to have endorsed the view that the current state of the universe is open to multiple potential subsequent states, with only one becoming actual. Moreover, he maintained that natural causes are not superfluous by definition, which, in my reading, suggests that he believed that each state of the universe could only have arisen from a unique, immediately preceding state. (See this lecture, discussion, and article for more on the Taymiyyan theory of causation: https://www.youtube.com/watch?v=5_s5kOPXclc , https://www.youtube.com/watch?v=a1CIzBI8rqA , https://www.youtube.com/watch?v=WX5y3mLZ68I )
Do physicists generally believe that the current state of the universe could only have arisen from the immediately preceding state, making it physically impossible for any other preceding state to have theoretically given rise to the current state? Are there interpretations of quantum mechanics that maintain indeterminism towards the future while preserving determinism towards the past? Please provide a comprehensive answer if possible.