Learning to predict synchronization of coupled oscillators on randomly generated graphs

H Bassi, RP Yim, J Vendrow, R Koduluka, C Zhu… - Scientific reports, 2022 - nature.com
Suppose we are given a system of coupled oscillators on an unknown graph along with the
trajectory of the system during some period. Can we predict whether the system will …

Synchronization of finite-state pulse-coupled oscillators

H Lyu - Physica D: Nonlinear Phenomena, 2015 - Elsevier
We propose a novel generalized cellular automaton (GCA) model for discrete-time pulse-
coupled oscillators and study the emergence of synchrony. Given a finite simple graph and …

[HTML][HTML] Persistence of sums of correlated increments and clustering in cellular automata

H Lyu, D Sivakoff - Stochastic Processes and their Applications, 2019 - Elsevier
Let T be the first return time to (−∞, 0] of sums of increments given by a functional of a
stationary Markov chain. We determine the asymptotic behavior of the survival probability, P …

[图书][B] Neural Profiles of Two-and Three-State Cellular Automata on Two-Dimensional Lattice Domains

RP Yim - 2023 - search.proquest.com
Neural profiles of cellular automata provide a systematic, computational framework for
numerically and statistically characterizing seemingly disparate cellular automata transition …

Cyclic cellular automata and Greenberg–Hastings models on regular trees

J Bello, DJ Sivakoff - The Annals of Applied Probability, 2023 - projecteuclid.org
We study the cyclic cellular automaton (CCA) and the Greenberg–Hastings model (GHM)
with κ≥ 3 colors and contact threshold θ≥ 2 on the infinite (d+ 1)-regular tree, T d. When the …

[PDF][PDF] Phase transition in firefly cellular automata on finite trees

H Lyu - arXiv preprint arXiv:1610.00837, 2016 - researchgate.net
We study a one-parameter family of discrete dynamical systems called the κ-color firefly
cellular automata (FCAs), which were introduced recently by the author. At each discrete …

[PDF][PDF] 1. ONLINE DICTIONARY LEARNING+ MCMC SAMPLING+ NETWORKS

H Lyu - hanbaeklyu.com
1.1. Motivation. In modern data analysis, a central step is to find a low-dimensional
representation to better understand, compress, or convey the key phenomena captured in …

[PDF][PDF] RESEARCH STATEMENT (Short version)

H Lyu - hanbaeklyu.com
1. Online Matrix/Tensor factorization+ MCMC sampling+ Networks. A central step in modern
data analysis is to find a low-dimensional representation to better understand, compress, or …

Combinatorial and probabilistic aspects of coupled oscillators

HB Yu - 2018 - rave.ohiolink.edu
A prime example of complex systems is a population of\textit {coupled oscillators}, which is a
network of oscillatory units with local tendency to synchronize with their neighbors …

[图书][B] Cyclic Particle Systems on Finite Graphs and Cellular Automata on Rooted, Regular Trees and Galton-Watson Trees

J Bello - 2021 - search.proquest.com
We study the end behavior of three different discrete-time processes on a variety of graphs.
The first is the cyclic particle system (CPS) on 3 colors with discordant voting,(Xt). Given a …