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Everything about Dynamical system simulation
Computer modeling of time-varying behavior of a dynamical system
Dynamical system simulation or dynamic system simulation is the use of a computer program to model the time-varying behavior of a dynamical system. The systems are typically described by ordinary differential equations or partial differential equations. A simulation run solves the state-equation system to find the behavior of the state variables over a specified period of time. The equation is solved through numerical integration methods to produce the transient behavior of the state variables. Simulation of dynamic systems predicts the values of model-system state variables, as they are determined by the past state values. This relationship is found by creating a model of the system. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Dynamical system simulationA 5-minute orientation
- Skim a recent paper: Self-regulated learning as a complex dynamical system: Examining students' STEM learning in a simulation environmentInfluential work since 2022
- Pick up a classic book: Thinking in systemsThe most-reprinted book on the subject
- Read the landmark paper: Deep learning algorithm for data-driven simulation of noisy dynamical systemCited 97 times
- Go sideways: List of computer simulation softwareA closely related topic
- Go sideways: Simcenter AmesimA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Deep learning algorithm for data-driven simulation of noisy dynamical system
Dynamical Simulation of Current Fluctuations in a Dissipative Two-State System
Modelling and simulation of a dynamical system with the Atangana-Baleanu fractional derivative
Dynamical properties and simulation of a new Lorenz-like chaotic system
Cell-dynamical simulation of magnetic hysteresis in the two-dimensional Ising system
Synthesis of recurrent neural networks for dynamical system simulation
Dynamical simulation of PV/Wind hybrid energy conversion system
A new three-dimensional chaotic system: Dynamical properties and simulation
🆕 Influential since 2022
Self-regulated learning as a complex dynamical system: Examining students' STEM learning in a simulation environment
Nonlinear saturation controller simulation for reducing the high vibrations of a dynamical system
Open Quantum System Simulation of Faraday’s Induction Law via Dynamical Instabilities
Modeling, dynamical analysis and numerical simulation of a new 3D cubic Lorenz-like system
Simulation and dynamical analysis of a chaotic chameleon system designed for an electronic circuit
📚 Books worth reading
Thinking in systemsDonella H. Meadows, Diana Wright · 2008
Kinematic and dynamic simulation of multibody systemsJavier García de Jalón, Javier Garcia de Jalon · 1993
Computer simulation and computer algebraDietrich Stauffer, D. Stauffer · 1988
Medical Applications of Computer ModellingT. B. Martonen · 2000
Brownian Agents and Active ParticlesFrank Schweitzer · 2003- 📕Self-calibrating models for dynamic monitoring and diagnosisBenjamin Kuipers · 1996
- 📕Dynamic Modeling and Predictive Control in Solid Oxide Fuel CellsBiao Huang, Yutong Qi · 2012
Multibody systems approach to vehicle dynamicsMichael Blundell, Damian Harty · 2004
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- List of computer simulation software The following is a list of notable computer simulation software. Advanced Simulation Library - open-source hardware accelerated multiphysics simulation…
- Simcenter Amesim Simcenter Amesim is a commercial simulation software for the modeling and analysis of multi-domain systems. It is part of systems engineering domain and…
- Functional Mock-up Interface The Functional Mock-up Interface (or FMI) defines a standardized interface to be used in computer simulations to develop complex cyber-physical systems…
- SimulationX SimulationX is a CAE software application running on Microsoft Windows for the physical simulation of technical systems. It is developed and sold by ESI…
- 20-sim 20-sim is a commercial modeling and simulation program for multi-domain dynamic systems, which is developed by Controllab. 20-sim allows models to be entered…
- OpenModelica OpenModelica is a free and open source environment based on the Modelica modeling language for modeling, simulating, optimizing and analyzing complex dynamic…
- Modelica Modelica is an object-oriented, declarative, multi-domain modeling language for component-oriented modeling of complex systems, e.g., systems containing…
- Ecolego Ecolego is a simulation software tool that is used for creating dynamic models and performing deterministic and probabilistic simulations. It is also used…