awesome-modeling-simulation
Resources for learning about modeling and simulation
https://github.com/comp-physics/awesome-modeling-simulation
Last synced: 11 days ago
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Analysis of dynamical systems
1D dynamical systems
- One dimensional Systems (video)
- Geometric Approach 1D systems
- Cornell Notes for 1D systems (Jonathan Victor)
- Princeton Notes for 1D systems (Pillow Lab)
2D+ dynamical systems
Cellular automata
2D+ dynamical systems
Creating dynamical systems from observations
2D+ dynamical systems
Discrete-event simulation and queuing models
2D+ dynamical systems
- Discrete-event simulation of queuing systems
- Discrete-Event Simulation
- What Is Discrete Event Simulation
- Why Use Discrete Event Simulation
- Leveraging Stochastic Processes
- In context of Operations Research
- Example of DES in digital communication systems (video)
- Event discrete simulation with SimPy (video)
- Simulating a Queue (video)
- Examples of using Python to write discrete-event simulations (video)
- Python code example
Discrete versus continuous time models
How to build a mathematical model?
- Intro. to mathematical modeling (slides, Andrea Doescl-Wilson)
- An Introduction to Mathematical Modelling (course lecture notes, Glenn Marion)
- Introduction to Modeling and Simulation (slides from Markus J. Buehler, MIT)
- How to build a mathematical model? (notes from Kata Murty)
- Introduction to Mathematical Modelling (slides, Prof. Das)