Modeling Identification and Control A Norwegian Research Bulletin · 2020 · 176 citations · 60 references
ComputingComputer ScienceSystems EngineeringCompilersEmbedded SystemsSystems ModelingComputational ModelingModel IntegrationModel-based DesignModel-driven DevelopmentSoftware ModelingSystem SimulationEmbedded System ModelingEmbedded Systems IntegrationMeta-modeling LanguagesModel Co-simulationModeling And SimulationRequirement VerificationRequirement-based VerificationUml Modeling
OpenModelica is a unique large-scale integrated open-source Modelica-and FMI-based modeling, simulation, optimization, model-based analysis and development environment. Moreover, the OpenModelica environment provides a number of facilities such as debugging; optimization; visualization and 3D animation; web-based model editing and simulation; scripting from Modelica, Python, Julia, and Matlab; efficient simulation and co-simulation of FMI-based models; compilation for embedded systems; Modelica-UML integration; requirement verification; and generation of parallel code for multi-core architectures. The environment is based on the equation-based object-oriented Modelica language and currently uses the MetaModelica extended version of Modelica for its model compiler implementation. This overview paper gives an up-to-date description of the capabilities of the system, short overviews of used open source symbolic and numeric algorithms with pointers to published literature, tool integration aspects, some lessons learned, and the main vision behind its development.
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Julia: A Fresh Approach to Numerical Computing
Jeff Bezanson, Alan Edelman, Stefan Karpinski et al. · SIAM Review · 2017 · 6.3K citations
Timothy A. Davis · ACM Transactions on Mathematical Software · 2004 · 1.4K citations