Toffoli[0] & Margolus’[1] Cellular Automata Machines (1987) is the CA bible, I guess. Andrew Adamatsky edited the encyclopedic Cellular Automata (2018). Ed Fredkin's[2] stuff on reversible CA is fascinating. Gerard Vichniac[3] wrote some great papers in the 80s, e.g. Simulating Physics with Cellular Automata (1984). Kenichi Morita[4] papers. Rudy Rucker[5] has written a lot of stuff on 1 and 2D CA, and worked as a CA programmer. Etc. There are a lot of papers. The very common finite element method of solving differential equations and PDEs is basically the same thing as CA - see e.g. Anderson's Computational Fluid Dynamics.
Attractors and approximations for lattice dynamical systems by Shengfan Zhou, 2002.
Attractors and approximations for lattice dynamical systems by Shengfan Zhou, 2002.
1954's Studies of Nonlinear Problems by Fermi, Ulam, Pasta, featuring a 1D CA. https://www.cs.princeton.edu/courses/archive/fall02/cs323/li...
Noether's theorem comes up frequently - that every symmetry of the system corresponds to a conservation law.[6]
Smooth Life is Stephan Rafler's very cool version of CGOL with every discrete aspect turned into a continuous one.[7]
[0] https://en.wikipedia.org/wiki/Tommaso_Toffoli
[1] https://people.csail.mit.edu/nhm/ https://en.wikipedia.org/wiki/Norman_Margolus
[2] https://en.wikipedia.org/wiki/Edward_Fredkin
[3] https://scholar.google.com.au/scholar?as_vis=1&hl=en&q=gerar...
[4] https://scholar.google.com/citations?user=kujUxFYAAAAJ&hl=en
[5] https://en.wikipedia.org/wiki/Rudy_Rucker
[6] https://en.wikipedia.org/wiki/Noether%27s_theorem
[7] best video of SmoothLife https://www.youtube.com/watch?v=KJe9H6qS82I
https://sourceforge.net/projects/smoothlife/files/
This slideshow by Rafler contains the best, most complete explanation of it I've found: https://www.youtube.com/watch?v=iyTIXRhjXII
Shadertoy version https://www.shadertoy.com/view/XtdSDn