Skip to content

Navigation Menu

Sign in
Appearance settings

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

Appearance settings

liloheinrich/ModSim

Open more actions menu

Repository files navigation

Modeling & Simulation (ModSim) Coursework

Modeling & Simulation of the Physical World is a python based first-year Olin course in which I learned about how to abstract and model physical systems. For this course I completed 7 worksheets, 3 projects, and 2 mini-projects that are guided investigations into Orbital Mechanics and modelling the muliplication of HIV cells using the SEIR model.

My projects:

Course goals:

  • Create models of different kinds of systems (e.g., transportation systems, thermal systems, mechanical systems)
  • Use multiple kinds of appropriate abstractions (e.g., free-body & stock-and-flow diagrams, differential equations)
  • Validate the predictions of models using different approaches (e.g., estimation, physical laws, analytical solutions)
  • Use your models to do useful work (e.g., make predictions, explain behavior, evaluate design decisions)
  • Use Python to implement models, run simulations, work with data, and generate visualizations
  • Communicate technical and quantitative information effectively in several modes (e.g., written, spoken, graphical)
  • Work effectively with a variety of teammates and in a variety of roles (e.g., “driver/navigator” in pair programming)
  • Be a critical consumer (e.g., assess models encountered, evaluate whether appropriate/useful for given purpose)
  • Understand the opportunities and responsibilities involved in creating and using models

Modeling Mantras:

"All models are wrong, but some are useful."
      ~ attributed to George Box

"Everything should be as simple as possible, but not simpler."
      ~ attributed to Albert Einstein

Course Materials

The textbook for this course is Modeling and Simulation in Python by Allen B. Downey.

About

Modeling and Simulation | Fall 2019 | Coursework

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published
Morty Proxy This is a proxified and sanitized view of the page, visit original site.