A cellular automata approach to chemical reactions; 1 Reaction controlled systems

Korte, de Acj Arie; Brouwers, Hjh Jos

doi:10.1016/j.cej.2013.04.084

Cited by 14 publications

(25 citation statements)

References 40 publications

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“…The general equation [13,16] for the chemical reaction controlled system, as also presented in [12], is:…”

Section: Chemical Reaction Controlledmentioning

confidence: 99%

“…Cellular automata systems are among others applied for studying biology, cement reaction, population growth, computability theory, mathematics, physics, complexity science, theoretical biology and microstructure modelling. In [12], the focus was on the application of the cellular automata approach to study the chemical reaction controlled model, which can for instance be found in [13]. A unique relation between the simulations using cellular automata approach and chemical reaction controlled model was established [12,14].…”

mentioning

confidence: 99%

“…In [12], the focus was on the application of the cellular automata approach to study the chemical reaction controlled model, which can for instance be found in [13]. A unique relation between the simulations using cellular automata approach and chemical reaction controlled model was established [12,14].…”

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confidence: 99%

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Cellular automata approach to hybrid surface and diffusion controlled reactions

Korte

Brouwers

2018

Reac Kinet Mech Cat

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“…The general equation [13,16] for the chemical reaction controlled system, as also presented in [12], is:…”

Section: Chemical Reaction Controlledmentioning

confidence: 99%

mentioning

confidence: 99%

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Cellular automata approach to hybrid surface and diffusion controlled reactions

Korte

Brouwers

2018

Reac Kinet Mech Cat

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“…Cellular automata are already commonly used for the modeling of chemical reaction [8], [9] recently, but transition rule of the entire model already known is setting manually based on physical-chemical reaction which is lack of information of real hydration data. Manual derivation of Cellular Automaton (CA) rules model like CEMHYD3D for microstructure development is very difficult because of the extreme complexity of Portland cement hydration.…”

Section: Introductionmentioning

confidence: 99%

Extracting three-dimensional Cellular Automaton for cement microstructure development using Gene Expression Programming

Liang

Yang

Wang

et al. 2014

2014 Sixth World Congress on Nature and Biologically Inspired Computing (NaBIC 2014)

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A three-dimensional CA model for the simulation of Portland cement microstructure development has been developed in this paper. The Gene Expression Programming (GEP) algorithm is employed as the learning algorithm to evolve the transition rule reversely from the microstructure development characteristic data due to hydration reactions. The characteristic data is extracted from 8-bit gray images that based on the processing of real cement acquired by Micro Computed Tomography (micro-CT) technology. Starting with initial micro-CT image, cement microstructure evolution images of 28 days is constructed through CA rule discovered by GEP. The experimental results show that this model with the CA rule designed by GEP has higher agreement between the model predictions and experimental measurements for degree of hydration than other models. Furthermore, this model still has good generalization ability when changing the water-cement ratio and chemical composition.

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“…Three-dimensional CAs have mainly been used within the framework of chemical systems for tasks like percolation description, dissociation of organic acid in solutions, bond interactions, simulation of diffusion controlled reaction kinetics, dissolution and many others [16].…”

Section: Introductionmentioning

confidence: 99%

The Use of Simple Cellular Automata in Image Processing

Dioşan

Andreica

Enescu

2017

Studia UBB Informatica

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Abstract. Cellular Automata have been considered for a series of applications among which several image processing tasks. The goal of this paper is to investigate such existing methods, supporting the broader goal of identifying Cellular Automata rules able to automatically segment images. With the same broader goal in mind as future work, a detailed description of evaluation metrics used for image segmentation is also given in this paper.

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A cellular automata approach to chemical reactions; 1 Reaction controlled systems

Cited by 14 publications

References 40 publications

Cellular automata approach to hybrid surface and diffusion controlled reactions

Cellular automata approach to hybrid surface and diffusion controlled reactions

Extracting three-dimensional Cellular Automaton for cement microstructure development using Gene Expression Programming

The Use of Simple Cellular Automata in Image Processing

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