Software system for cellular automata modeling of gas flows
The paper presents a new software system for cellular automata modeling of gas flows. The developed software modules of this system and the algorithms used in them are described. Testing of the developed modules and system was carried out on several basic gas dynamics problems. The comparison with…
On some technological issues of LuNA active knowledge system implementation
Active knowledge concept is a methodology for parallel programs con- struction automation. It allows automatic construction of programs which meet non-functional requirements in particular subject domains. To support the automa- tion an active knowledge base has to be constructed, which…
Methodology for using Cellular Automata simulators in engineering-physics modeling systems: converting COMSOL multiphysics model data representations into CATLIB formats

Computer-Aided Engineering (CAE) systems face significant challenges in modeling complex, nonlinear, and discrete engineering phenomena. Traditional numerical methods based on partial differential equations struggle to accurately simulate systems with intricate spatial dynamics and stochastic…

Experimental research of automatic active knowledge bases profiling and optimization based on machine learning methods on the example of array sorting problem
Paper discusses the problem of automatic determination of non-functional properties of operations and variables based on profiling in the active knowledge concept. Under the topic a wide range of issues outlining the direction of further research are identified. The solution architecture is proposed…