brain dynamics 1critical phenomena 1entropy production 1markov processes 1nonequilibrium dynamics 1random matrix theory 1
From the 1 of 3 linked papers with an AI index.
3 papers
cond-mat.dis-nn2026
Entangled criticality and irreversibility in random Markov dynamics
Faheem Mosam, Eric De Giuli
The paper proposes a two‑parameter random Markov model that captures both critical slowing down and broken detailed balance, analyzes its spectral and thermodynamic properties, and…
cond-mat.dis-nn2026
Scaling limit of the Random Language Model
Eric De Giuli
We develop a quantitative theory of the Random Language Model (RLM), an ensemble of stochastic context-free grammars, in a scaling limit where the number of hidden symbols $N \to \…
cond-mat.dis-nn2026
Phase structure of the Random Language Model
Alessio Giorlandino, Eric De Giuli, Sebastian Goldt
Context-free grammars are minimal models of hierarchical structure in human language, generating structured text from recursive production rules. The Random Language Model (RLM) [D…