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A Microservice Approach for a Cellular Automata Parallel Programming Environment

Aurelio Vivas, John Sanabria
2020 Electronical Notes in Theoretical Computer Science  
We show how the aforementioned parallel programming tools were integrated to support the coding and parallelization of a general purpose cellular automata.  ...  Since the parallelization rely on the capabilities underlying to each tool, the focus of this work is not to deal with an efficient cellular automata parallelization.  ...  The Parallel Programming Environment We developed a prototype of a parallel programming environment for general purpose cellular automata.  ... 
doi:10.1016/j.entcs.2020.02.016 fatcat:s3zcgslbivaphh7rg2tlecravu

Simulations of the 2004 lava flow at Etna volcano using the magflow cellular automata model

Ciro Del Negro, Luigi Fortuna, Alexis Herault, Annamaria Vicari
2007 Bulletin of Volcanology  
MAGFLOW Cellular Automata (CA) model was developed for physically based simulations of lava flows in near real-time.  ...  For the cooling mechanism, we consider the radiative heat loss only from the surface of the flow, and the change of the temperature due to mixture of lavas between cells with different temperatures.  ...  This work was developed in the frame of the TecnoLab, the Laboratory for the Technological Advance in Volcano Geophysics organized by DIEES-UNICT and INGV-CT.  ... 
doi:10.1007/s00445-007-0168-8 fatcat:euqz4g7cr5h37klglatkx2mbna

Modular FEM framework "ModFem" for generic scientific parallel simulations

Michalik Kazimierz, Banas Krzysztof, Plaszewski Przemyslaw, Cybulka Pawel
2013 Computer Science  
The structure allows for reusing the sequential code for parallel environments, and also supports solving multi-physics and multi-scale problems.  ...  We present the design for, and implementation of, a flexible and robust parallel modular finite element (FEM) framework called ModFEM.  ...  Acknowledgements This research has been partially supported by the European Regional Development  ... 
doi:10.7494/csci.2013.14.3.513 fatcat:632rfec2tjg7fgsnssk4jfeyli

Moving Multiscale Modelling to the Edge: Benchmarking and Load Optimization for Cellular Automata on Low Power Microcomputers

Piotr Hajder, Łukasz Rauch
2021 Processes  
The work ends with a proposal to use this solution in industrial processes on example of hot rolling of flat products.  ...  In this paper, we propose the use of devices at the edge, with lower computing power, for multi-scale modelling calculations.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/pr9122225 fatcat:rr622xwosfhcnivgoco2tify2m

Cellular Automata based Modeling for the Assessment of Ecohydrological Dynamics at the Hillslope Scale: Preliminary Results

Giuseppe Mendicino, Jessica Pedace, Alfonso Senatore
2013 Procedia Environmental Sciences  
The original model was made up of a Vegetation Dynamic Model (VDM) coupled to a Soil-Vegetation-Atmosphere Transfer (SVAT) scheme and to a three-dimensional unsaturated flow and heat diffusion model.  ...  An improved version of a Cellular Automata (CA)-based ecohydrological model developed using a Macroscopic CA approach was applied in a numerical experiment over a large hillslope.  ...  Acknowledgements The authors gratefully acknowledge Dr. Valeriy Ivanov (University of Michigan) for providing the original DTM of Biosphere 2.  ... 
doi:10.1016/j.proenv.2013.06.036 fatcat:3me7jwtxyvcdpbm2jsboztkcgu

Alternative Computational Models: A Comparison of Biomolecular and Quantum Computation [chapter]

John H. Reif
1998 Lecture Notes in Computer Science  
of very small quantities of a molecule in solution within a large volume). . • Models for Distributed Molecular Parallelism.  ...  the size of the problem solved.  ...  Brassard for his clear explanation of numerous results in the field of QC. Also, I would like to thank P. Shor and U.  ... 
doi:10.1007/978-3-540-49382-2_10 fatcat:icfyjfvgejdznldkvarhgtdypm

Multiple-relaxation-time lattice Boltzmann simulation of natural convection flow in a partitioned cavity using GPU computing

Md Jahidul Haque, Md. Mamun Molla, Nasrin Akhter, Suvash C. Saha
The parallel code is validated with the benchmark problem of a side heated cubic cavity.  ...  The results are presented by the temperature distribution in terms of isotherms, local and average Nusselt number and 3D view of iso-surface for the different Rayleigh number (Ra) and the Prandtl number  ...  LBM solves the fluid flow in terms of distribution of fluid particles inspired from the concepts of lattice gas cellular automata (LGCA) by Frisch et. al [3] which was initially developed for solving  ... 
doi:10.1063/1.5115862 fatcat:yynsn27s6ndtdhbjuyfbcccw2e

Simulation of Multiphysics Multiscale Systems: Introduction to the ICCS'2007 Workshop [chapter]

Valeria V. Krzhizhanovskaya, Shuyu Sun
2007 Lecture Notes in Computer Science  
We provide an overview of the recent trends and latest developments, with special emphasis on the research projects selected for presentation at the SMMS'2007 workshop.  ...  The aim of the workshop on Simulation of Multiphysics Multiscale Systems (SMMS) is to facilitate the progress in this multidisciplinary research field.  ...  We would like to thank the participants of our workshop for their inspiring contributions, and the members of the Program Committee for their diligent work, which led to the very high quality of the conference  ... 
doi:10.1007/978-3-540-72584-8_100 fatcat:rfeju56ohbct3p6tt3e3cau4pq

Book reports

1997 Computers and Mathematics with Applications  
Positone boundary value problems. 8. Semi-positone boundary value problems. 9. Differential equations singular in the solution variable. 10. Existence principle for singular boundary problems. 11.  ...  The application of cellular automata to network externalities in consumer's theory: A generalisation of life game (Sobei H. Oda, Ken Miura and Kanji Ueda).  ... 
doi:10.1016/s0898-1221(97)90307-2 fatcat:ltxidl2q6rc3hktsf2qn7otjhm

The Future of Lattice-Gas and Lattice Boltzmann Methods [chapter]

Li-Shi Luo
2000 Computational Aerosciences in the 21st Century  
Solidi cation heat conduction time vs. hydrodynamic time. Solidi cation remains a challenging problem to model in general for any method.  ...  The author is grateful to Prof. N. Margolus for his insightful conversations on cellular automata computation and the information of several key references on the subject, and to Dr. S.  ... 
doi:10.1007/978-94-010-0948-5_9 fatcat:6jipmna52bek5c4c3pvfixy5ke

Spectral representations and global maps of cellular automata dynamics

Theophanes E. Raptis
2016 Chaos, Solitons & Fractals  
in an analog machine ideally circumventing part of the overall waste heat production.  ...  We explore further consequences of this encoding and we provide a simple example based on the Game-of-Life where we find global maps for small lattices indicating an interesting underlying recursive structure  ...  The simplest model of parallel computing with synchronous automata given by the CA paradigm is here utilized to present a generic transcription method that can be realized either with existing Digital  ... 
doi:10.1016/j.chaos.2016.07.010 fatcat:72rhwiui2fgtzimgt4c3rsmmde

Simulation of surface fire fronts using fireLib and GPUs

F.A. Sousa, R.J.N. dos Reis, J.C.F. Pereira
2012 Environmental Modelling & Software  
The novel algorithm targeted for GPU architectures achieved a speedup (SP) of over 200Â against serial CPU execution.  ...  All models are based in cellular automata, programmed in the CUDA framework developed by NVIDIA and their results compared against serial execution.  ...  Acknowledgements The authors would like to acknowledge Dr. José M. C. Pereira for the fruitful discussions on fire modelling and particularly on firelib.  ... 
doi:10.1016/j.envsoft.2012.06.006 fatcat:vurumsfdprhm3menpie5n2owoq

Abstracts of Current Computer Literature

1969 IEEE transactions on computers  
Applications to the numerical solution of the heat conduction equation are given.  ...  The paper contends that, for a significant class of problems, the multiprocessor approach combines many advantages of the other multiple or parallel processor schemes.  ... 
doi:10.1109/t-c.1969.222696 fatcat:yhhpsujxdraaflgkml3euqfkxa

From Local Search to Global Conclusions: Migrating Spin Glass-Based Distributed Portfolio Selection

M V Jahan, Mohammad R Akbarzadeh-Totonchi
2010 IEEE Transactions on Evolutionary Computation  
The proposed methodology is then applied to the problem of portfolio selection.  ...  Spin glasses are the lattices of spins where each spin is only a part of the entire solution, in contrast to genetic algorithms (GAs), where each chromosome represents a complete solution.  ...  Rezvani for his editorial support in English language.  ... 
doi:10.1109/tevc.2009.2034646 fatcat:qx7z55ncanftrkezaznkwyksnq

Topological rewriting and the geometrization of programming

Jean-Louis Giavitto, Antoine Spicher
2008 Physica D : Non-linear phenomena  
The relevance of this approach for the design of autonomic software systems is discussed in the conclusion.  ...  We show that this approach is able to unify, at least for programming purposes, several computational models like Lindenmayer systems and cellular automata.  ...  We gratefully acknowledge the reviewers for their valuable comments on a first version of this paper.  ... 
doi:10.1016/j.physd.2008.03.039 fatcat:tfqokq57ybbtjpbkvu6unabbli
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