Challenges in complex systems science

M San Miguel, JH Johnson, J Kertesz, K Kaski… - The European Physical …, 2012 - Springer
FuturICT foundations are social science, complex systems science, and ICT. The main
concerns and challenges in the science of complex systems in the context of FuturICT are …

Overview: PCA models and issues

R Fernández, PY Louis, FR Nardi - Probabilistic Cellular Automata: Theory …, 2018 - Springer
Probabilistic cellular automata (PCA) are interacting discrete stochastic dynamical systems
used as a modeling tool for a wide range of natural and societal phenomena. Their key …

Elusive present: Hidden past and future dependency and why we build models

PM Ara, RG James, JP Crutchfield - Physical Review E, 2016 - APS
Modeling a temporal process as if it is Markovian assumes that the present encodes all of a
process's history. When this occurs, the present captures all of the dependency between …

Management of complex dynamical systems

RS MacKay - Nonlinearity, 2018 - iopscience.iop.org
Complex dynamical systems are systems with many interdependent components which
evolve in time. One might wish to control their trajectories, but a more practical alternative is …

Rotating states in driven clock-and XY-models

C Maes, S Shlosman - Journal of Statistical Physics, 2011 - Springer
We consider 3D active plane rotators, where the interaction between the spins is of XY-type
and where each spin is driven to rotate. For the clock-model, when the spins take N≫ 1 …

Phase transitions in probabilistic cellular automata

L Ponselet - arxiv preprint arxiv:1312.3612, 2013 - arxiv.org
We investigate the low-noise regime of a large class of probabilistic cellular automata,
including the North-East-Center model of A. Toom. They are defined as stochastic …

[PDF][PDF] The Role of Risk Perception in the Systemic Risk Generation and Amplification: Agent-Based Approach."

J Kaszowska, JL Santos - ACRN Journal of Finance and Risk …, 2014 - acrn-journals.eu
In the paper we study how systemic risk, and in result stability of financial system, depends
on the market participants' perception of risk and perception of risk attitudes of the remaining …

Complexity measures, emergence, and multiparticle correlations

T Galla, O Gühne - Physical Review E—Statistical, Nonlinear, and Soft …, 2012 - APS
We study correlation measures for complex systems. First, we investigate some recently
proposed measures based on information geometry. We show that these measures can …

Phase diagrams of majority voter probabilistic cellular automata

P Słowiński, RS MacKay - Journal of Statistical Physics, 2015 - Springer
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Exponential decay of correlations for strongly coupled Toom probabilistic cellular automata

A de Maere, L Ponselet - Journal of Statistical Physics, 2012 - Springer
We investigate the low-noise regime of a large class of probabilistic cellular automata,
including the North-East-Center model of Toom. They are defined as stochastic …