Results 31 to 40 of about 1,964,103 (323)

Integrating machine learning with Markov chain and cellular automata models for modelling urban land use change

open access: yesRemote Sensing Applications Society and Environment, 2020
Modelling urban land use change is of profound concern to environmental scientists who have found cellular automata models very attractive for simulating urban dynamics.
O. Okwuashi, C. Ndehedehe
semanticscholar   +1 more source

Cellular automata on regular rooted trees [PDF]

open access: yes, 2012
We study cellular automata on regular rooted trees. This includes the characterization of sofic tree shifts in terms of unrestricted Rabin automata and the decidability of the surjectivity problem for cellular automata between sofic tree ...
D.A. Lind   +6 more
core   +2 more sources

Blackouts Mechanism Simulation Model of Power System Based on Heterogeneous Cellular Automata

open access: yesZhongguo dianli, 2019
In order to study the mechanism of large blackouts of interconnected power system, a heterogeneous cellular automata model is proposed and used to simulate interconnected power system.
Qun YU, Qi WANG, Na CAO
doaj   +1 more source

Urban spatial growth modeling using logistic regression and cellular automata: A case study of Hangzhou

open access: yes, 2020
Why does some urban area grow faster than others? Although the role of spatial optimization of urban construction land is at the core of regional economic development, the question remains to be answered so far.
Yu Cao   +4 more
semanticscholar   +1 more source

Cellular automata as convolutional neural networks [PDF]

open access: yesPhysical Review E, 2018
Deep-learning techniques have recently demonstrated broad success in predicting complex dynamical systems ranging from turbulence to human speech, motivating broader questions about how neural networks encode and represent dynamical rules.
W. Gilpin
semanticscholar   +1 more source

Cellular-automaton modeling of gas sorption kinetics in the finite volume of coal [PDF]

open access: yesE3S Web of Conferences, 2021
The work is devoted to cellular-automaton modeling based on a class of cellular automata with Margolus neighborhood. Modeling of the gas sorption process by coal particle was carried out.
Nemtsev Aleksander   +2 more
doaj   +1 more source

Examining the sensitivity of spatial scale in cellular automata Markov chain simulation of land use change

open access: yesInternational Journal of Geographical Information Science, 2019
Understanding the spatial scale sensitivity of cellular automata is crucial for improving the accuracy of land use change simulation. We propose a framework based on a response surface method to comprehensively explore spatial scale sensitivity of the ...
Hao Wu   +6 more
semanticscholar   +1 more source

Zip cellular automata [PDF]

open access: yesAIP Advances
In this study, the one-dimensional cellular automaton is extended to one that involves two sets of symbols and two local rules. As a main result, a characterization theorem is provided.
Pouya Mehdipour   +2 more
doaj   +1 more source

A Cellular Automata Fast Flood Evaluation (CA‐ffé) Model

open access: yesWater Resources Research, 2019
The simulation speed of two‐dimensional hydrodynamic flood models is a limiting factor when catchments are large, a considerable number of simulations is required (e.g., exploratory modeling, Monte‐Carlo flood simulations, or predicting probabilistic ...
B. Jamali   +3 more
semanticscholar   +1 more source

Subsystem symmetries, quantum cellular automata, and computational phases of quantum matter [PDF]

open access: yesQuantum, 2018
Quantum phases of matter are resources for notions of quantum computation. In this work, we establish a new link between concepts of quantum information theory and condensed matter physics by presenting a unified understanding of symmetry-protected ...
David T. Stephen   +4 more
semanticscholar   +1 more source

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