@neauoire are you by any chance aware of some work doing “useful” computation with cellular automatons?
(Butting into this because I would be interested to know)

I need to read more of A New Kind Of Science (terrible name, incredible diagrams), its got some interesting cellular automatons used to approximate physics

For example, this one used to model crystal growth...