CellLab-CTS 2015: continuous-time stochastic cellular automaton modeling using Landlab [PDF]
Geoscientific Model Development, 2016 CellLab-CTS 2015 is a Python-language software library for creating two-dimensional, continuous-time stochastic (CTS) cellular automaton models. The model domain consists of a set of grid nodes, with each node assigned an integer state code that ...
G. E. Tucker +6 more
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Estimates of the collective immunity to COVID-19 derived from a stochastic cellular automaton based framework. [PDF]
Nat Comput, 2022 In the context of the propagation of infectious diseases, when a sufficient degree of immunisation is achieved within a population, the spread of the disease is ended or significantly decreased, leading to collective immunity, meaning the indirect protection given by immune individuals to susceptible individuals.
Lima I, Balbi PP.
europepmc +5 more sources
A stochastic cellular automaton simulation of chemical oscillations in small systems [PDF]
AIP Advances, 2018 We propose a stochastic cellular automaton method to simulate chemical reactions in small systems. Unlike the standard Gillespie method, which simulates chemical reactions with a few thousand molecules reacting with each other but without spatial ...
Yue Hu, Jenny Xie
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Analyzing Stochastic Features in Airport Surface Traffic Flow Using Cellular Automaton: Tokyo International Airport [PDF]
IEEE Access, 2022 Global air passenger transport demand is expected to increase, and there is concern that the current airport operation will not be able to cope with aircraft overcrowding. In this study, we developed a cellular automaton (CA) simulator that can model the
Yoshiaki Kawagoe +4 more
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Stochastic cellular automaton model of culture formation [PDF]
Physical Review E, 2023 11 pages, 12 ...
Frederik Ravn Klausen +1 more
openaire +6 more sources
The Random Domino Automaton on the Bethe Lattice and Power-Law Cluster-Size Distributions [PDF]
EntropyThe Random Domino Automaton—a stochastic cellular automaton forest-fire model—is formulated for the Bethe lattice geometry. The equations describing the stationary state of the system are derived using combinatorial analysis.
Mariusz Białecki +2 more
doaj +2 more sources
Does Social Distancing Matter for Infectious Disease Propagation? An SEIR Model and Gompertz Law Based Cellular Automaton [PDF]
Entropy, 2022 In this paper, we present stochastic synchronous cellular automaton defined on a square lattice. The automaton rules are based on the SEIR (susceptible → exposed → infected → recovered) model with probabilistic parameters gathered from real-world data on
Szymon Biernacki, Krzysztof Malarz
doaj +2 more sources
An in silico FSHD muscle fiber for modeling DUX4 dynamics and predicting the impact of therapy [PDF]
eLife, 2023 Facioscapulohumeral muscular dystrophy (FSHD) is an incurable myopathy linked to the over-expression of the myotoxic transcription factor DUX4. Targeting DUX4 is the leading therapeutic approach, however, it is only detectable in 0.1–3.8% of FSHD ...
Matthew V Cowley +4 more
doaj +2 more sources
On Two Non-Ergodic Reversible Cellular Automata, One Classical, the Other Quantum [PDF]
Entropy, 2023 We propose and discuss two variants of kinetic particle models—cellular automata in 1 + 1 dimensions—that have some appeal due to their simplicity and intriguing properties, which could warrant further research and applications.
Tomaž Prosen
doaj +2 more sources
Statistical dynamics of wildfire burned area from cellular-automata simulators [PDF]
Scientific ReportsThe dynamics and statistics of synthetic and historical mid-sized Mediterranean forest fires that occurred in Catalonia (Spain) and Liguria (Italy) regions are investigated using a wildfire simulator PROPAGATOR based on a cellular-automaton scheme.
Adel Sahila +5 more
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