https://github.com/comp-physics/awesome-modeling-simulation
Resources for learning about modeling and simulation
Science Score: 23.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
○CITATION.cff file
-
○codemeta.json file
-
○.zenodo.json file
-
✓DOI references
Found 2 DOI reference(s) in README -
✓Academic publication links
Links to: arxiv.org, sciencedirect.com, springer.com -
○Academic email domains
-
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (10.0%) to scientific vocabulary
Keywords
Repository
Resources for learning about modeling and simulation
Basic Info
- Host: GitHub
- Owner: comp-physics
- License: mit
- Language: Makefile
- Default Branch: master
- Size: 524 KB
Statistics
- Stars: 11
- Watchers: 1
- Forks: 4
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
Awesome Modeling & Simulation 
Resources for learning about modeling and simulation. This document is a work in progress, but nevertheless contains useful information. Background expected in linear algebra and a typical calculus sequence.
Disclaimer: Most linked content is not licensed, owned, or maintained by S. H. Bryngelson, nor can I ensure the correctness of any of the below resources. Use for educational purposes and at your own risk.
Table of contents
- Linear algebra refresher
- How to build a mathematical model?
- Discrete versus continuous time models
- Analysis of dynamical systems
- Numerical methods for ODEs and PDEs
- Cellular automata
- Markov chain model
- Discrete-event simulation and queuing models
- Input-output analysis
- Creating dynamical systems from observations
Linear algebra refresher
Introduction to Linear and Matrix Algebra (Nathaniel Johnston) (textbooks)
Numerical Linear Algebra (Lloyd N. Trefethen, David Bau III) (textbooks)
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)
Discrete versus continuous time models
Analysis of dynamical systems
1D dynamical systems
2D+ dynamical systems
Numerical methods for ODEs and PDEs
Cellular automata
Markov chain model
Discrete-event simulation and queuing models
Notes and Papers
Explanatory videos by MATLAB Tech Talks
Implementation/Code Examples
Input-output analysis
Creating dynamical systems from observations
Owner
- Name: Computational Physics @ GT CSE
- Login: comp-physics
- Kind: organization
- Email: shb@gatech.edu
- Website: https://comp-physics.group
- Repositories: 8
- Profile: https://github.com/comp-physics
A computational physics research group with PI Spencer Bryngelson
GitHub Events
Total
- Watch event: 1
Last Year
- Watch event: 1