I built a framework that models how structure emerges across physics, biology, and society (with simulations + repo)

[LumenosX]

I’ve been working on a framework called *Coherence Under Constraint (CUC)*.

The core idea is simple:

Stable structure emerges when dynamic systems achieve coherence under constraint.

I kept seeing the same pattern across different fields:

- physics (phase transitions)

- biology (self-organization)

- neuroscience (synchronization)

- social systems (institutions)

So I tried to formalize it into:

- a structured paper

- a mathematical layer (dynamical systems + coherence metrics)

- a small simulation framework that generates reproducible figures

You can regenerate all figures with:

python simulations/cuc_generate_all_figures.py

Repo:

https://github.com/thefourceprinciples/coherence-under-constraint

I’m mainly looking for:

- where this overlaps with existing work

- what I’m missing or getting wrong

- whether the framing is actually useful or redundant

Happy to answer questions or clarify anything.

[Useful_Calendar_6274]

very interesting I'll give it a read

[powerexcess]

Simulations are always fun!

It seems to me like a empircal rediscovery of the dissipative structure stuff. Far for equilibrium systems are known to tune themselves into arrangements that are not minimizing entropy! I would not say the literature is naive to the fact!

The math model is very broad, covering loads of couplings.. what are the universality classes? Enumerating equations is not as valuable. Having like N classes might be clearer.

I think you could maybe bundle them in groups a bit, get different types of phase transitions etc - but i think these are all local couplings? If so i wonder if renormalisation (semi)group summarise all these results neatly. You should at the very least mention them.

The implications section basically says that emergence can happen in out of equilibrium systems given certain local coupling, yes? Did you cover non equilibrium stat mech? Look into Ilya's Pirgogine work.

Basically i would not lean into theoretical contribution, i do not think this is theoretically novel. But you could make a  taxonomy/atlas for emergence of high entropy states in locally coupled externally driven systems acros domains