Mean-field Potts and random-cluster dynamics from high-entropy initializations

A Blanca, R Gheissari, X Zhang - Proceedings of the 2025 Annual ACM-SIAM …, 2025 - SIAM
A common obstruction to efficient sampling from high-dimensional distributions with Markov
chains is the multimodality of the target distribution because they may get trapped far from …

Partitioning problems via random processes

M Anastos, O Cooley, M Kang… - Journal of the London …, 2024 - Wiley Online Library
There are a number of well‐known problems and conjectures about partitioning graphs to
satisfy local constraints. For example, the majority colouring conjecture of Kreutzer, Oum …

Friendly bisections of random graphs

A Ferber, M Kwan, B Narayanan, A Sah… - Communications of the …, 2022 - ams.org
Resolving a conjecture of Füredi from 1988, we prove that with high probability, the random
graph $\mathbb {G}(n, 1/2) $ admits a friendly bisection of its vertex set, ie, a partition of its …

Zero-temperature stochastic Ising model on planar quasi-transitive graphs

E De Santis, L Lelli - Journal of Statistical Physics, 2023 - Springer
We study the zero-temperature stochastic Ising model on some connected planar quasi-
transitive graphs, which are invariant under rotations and translations. The initial spin …

Stable and metastable phases for the Curie–Weiss–Potts model in vector-valued fields via singularity theory

C Külske, D Meißner - Journal of Statistical Physics, 2020 - Springer
We study the metastable minima of the Curie–Weiss Potts model with three states, as a
function of the inverse temperature, and for arbitrary vector-valued external fields. Extending …

Order-disorder transition in the zero-temperature Ising model on random graphs

A Pournaki, E Olbrich, S Banisch, K Klemm - Physical Review E, 2023 - APS
The zero-temperature Ising model is known to reach a fully ordered ground state in
sufficiently dense random graphs. In sparse random graphs, the dynamics gets absorbed in …

Local minima in disordered mean-field ferromagnets

EY Song, R Gheissari, CM Newman… - Journal of Statistical …, 2020 - Springer
We consider the complexity of random ferromagnetic landscapes on the hypercube {±\, 1\}^
N±1 N given by Ising models on the complete graph with iid non-negative edge-weights …

Zero-temperature stochastic Ising model on quasi-transitive graphs

L Lelli - 2024 - iris.uniroma1.it
In this thesis, we examine the question of fixation for zero-temperature stochastic Ising
model on some connected quasi-transitive graphs. The initial spin con figuration is …

Nature versus nurture: dynamical evolution in disordered Ising ferromagnets

LZ Wang, R Gheissari, CM Newman… - Statistical Mechanics of …, 2019 - Springer
We study the predictability of zero-temperature Glauber dynamics in various models of
disordered ferromagnets. This is analyzed using two independent dynamical realizations …

[PDF][PDF] Potts models and stochastic dynamics

D Meißner - 2021 - hss-opus.ub.ruhr-uni-bochum.de
In this thesis we are investigating a time-evolved version of the symmetric mean-field Potts
model. It is our goal to understand the critical parameters (both temperature and time) for …