AIMC Topic: Cellular Automata

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A computational tumor growth model experience based on molecular dynamics point of view using deep cellular automata.

Artificial intelligence in medicine Dec 27, 2023
Cancer, as identified by the World Health Organization, stands as the second leading cause of death globally. Its intricate nature makes it challenging to study solely based on biological knowledge, often leading to expensive research endeavors. Whil...
Molecular Dynamics Simulation Neoplasms Deep Learning Cellular Automata Models, Biological Artificial Intelligence Humans Tumor Microenvironment
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A cellular automata model coupled with partitioning CNN-LSTM and PLUS models for urban land change simulation.

Journal of environmental management Dec 21, 2023
Urbanisation is a key aspect of land use change (LUC), and accurately modelling of urban LUC is crucial for sustainable development. Cellular automata (CA) are widely used in LUC research. However, previous studies have overlooked the significant tem...
Neural Networks, Computer Sustainable Development Urbanization Computer Simulation Cellular Automata
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LULC change detection using support vector machines and cellular automata-based ANN models in Guna Tana watershed of Abay basin, Ethiopia.

Environmental monitoring and assessment Oct 17, 2023
Recurrent changes recorded in LULC in Guna Tana watershed are a long-standing problem due to the increase in urbanization and agricultural lands. This research aims at identifying and predicting frequent changes observed using support vector machines...
Conservation of Natural Resources Ethiopia Cellular Automata Geographic Information Systems Agriculture Environmental Monitoring Support Vector Machine
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Use of support vector machine and cellular automata methods to evaluate impact of irrigation project on LULC.

Environmental monitoring and assessment Oct 20, 2022
Land use and land cover (LULC) both define the earth's surface both anthropogenically and naturally. It helps maintain global balance but changes in land use create inequality. The LULC modification adversely affects physical parameters such as infil...
Water Environmental Monitoring Cellular Automata Support Vector Machine Conservation of Natural Resources
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Deep Learning-Based Artificial Neural Network-Cellular Automata Model in Constructing Landscape Gene in Shaanxi Ancient Towns under Rural Revitalization.

Computational intelligence and neuroscience Jul 16, 2022
With the development of modern industrialization, the rational planning of land resources, especially rural settlements (RSs), has become an important part of rural revitalization. Optimizing the RS spatial layout and enhancing its evolution simulati...
China Cities Rural Population Cellular Automata Neural Networks, Computer Deep Learning Humans
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Novel High-Efficiency Nanocomposite Gate Design of Quantum-Dot Cellular Automata Based on Deep Learning.

Computational intelligence and neuroscience Jun 8, 2022
With the development of science and technology, the feature size of CMOS devices will always shrink to the limit. Therefore, some new nanodevices will eventually become substitutes for microelectronic devices. A new electronic revolution will break o...
Cellular Automata Nanocomposites Semiconductors Electronics Deep Learning Child Humans
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A novel ergodic cellular automaton gene network model towards efficient hardware-based genome simulator.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2022
In this paper, a novel ergodic cellular automaton model of Hes1 mRNA and Hes1 protein network is presented. Detailed analyses reveal that the presented network model can reproduce a typical nonlinear bifurcation phenomenon observed in a conventional ...
Algorithms Gene Regulatory Networks Neural Networks, Computer RNA, Messenger Cellular Automata
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A cellular platform for the development of synthetic living machines.

Science robotics Mar 31, 2021
Robot swarms have, to date, been constructed from artificial materials. Motile biological constructs have been created from muscle cells grown on precisely shaped scaffolds. However, the exploitation of emergent self-organization and functional plast...
Biomimetic Materials Luminescent Proteins Xenopus laevis Artificial Cells Animals Swimming Equipment Design In Vitro Techniques Proof of Concept Study Cellular Automata Synthetic Biology Cell Movement Robotics Cilia
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