awesome-modeling-simulation

Resources for learning about modeling and simulation
https://github.com/comp-physics/awesome-modeling-simulation

Last synced: 5 days ago
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Linear algebra refresher
Cellular automata
- 2D+ dynamical systems
Discrete-event simulation and queuing models
- 2D+ dynamical systems
Input-output analysis
- 2D+ dynamical systems
  - Textbook about control systems (book, via GitHub repo)
  - Input Modeling
How to build a mathematical model?
Discrete versus continuous time models
- Linear System Representation- MATLAB & Simulink Documentation
- Basic Models- including continuous and discrete time models
Analysis of dynamical systems
- 1D dynamical systems
- 2D+ dynamical systems
Numerical methods for ODEs and PDEs
- 2D+ dynamical systems
  - Numerical Analysis 9th Ed (textbooks)
  - Introduction to Numerical Simulation (MIT OpenCourseware, slides)
Markov chain model
- 2D+ dynamical systems
Creating dynamical systems from observations
- 2D+ dynamical systems

Programming Languages

Categories

Linear algebra refresher 117 Cellular automata 39 Discrete-event simulation and queuing models 11 Analysis of dynamical systems 10 How to build a mathematical model? 7 Creating dynamical systems from observations 5 Markov chain model 3 Discrete versus continuous time models 2 Input-output analysis 2 Numerical methods for ODEs and PDEs 2

Sub Categories

2D+ dynamical systems 67 1D dynamical systems 5

Keywords

sioux-falls 1 simpy 1 python 1 matlab 1 lenia 1 javascript 1 cellular-automata 1 artificial-life 1