Modeling and Simulation in Python

Download free course Modeling and Simulation in Python, pdf file on 247 pages by Allen Downey.

Modeling and Simulation in Python is an introduction to physical modeling using a computational approach. It is organized in three parts:
- The first part presents discrete models, including a bikeshare system and world population growth.
- The second part introduces first-order systems, including models of infectious disease, thermal systems, and pharmacokinetics.
- The third part is about second-order systems, including mechanical systems like projectiles, celestial mechanics, and rotating rigid bodies.

Taking a computational approach makes it possible to work with more realistic models than what you typically see in a first-year physics class, with the option to include features like friction and drag.

Python is an ideal programming language for this material. It is a good first language for people who have not programmed before, and it provides high-level data structures that are well-suited to express solutions to the problems we are interested in.

Table of contents

Preface
Chapter 1
Chapter 2
Chapter 3
Chapter 4
Chapter 5
Chapter 6
Chapter 7
Chapter 8
Chapter 9
Chapter 10
Chapter 11
Chapter 12
Chapter 13
Chapter 14
Chapter 15
Chapter 16
Chapter 17
Chapter 18
Chapter 19
Chapter 20
Chapter 21
Chapter 22
Chapter 23
Chapter 24
Chapter 25
Chapter 26
Index

Pages :	247
Size :	2.3 MB
Downloads:	160
Created:	2022-02-03
License:	CC BY
Author(s):	Allen Downey

Warning: Trying to access array offset on false in /home/tutovnfz/public_html/amp/article-amp.php on line 263

Download file

Others related eBooks about Modeling and Simulation in Python

A Practical Introduction to Python Programming

This book started out as about 30 pages of notes for students in my introductory programmi..., download free Python tutorial in PDF (263 pages) created by Brian Heinold .

Learning Python language

Complete Python language tutorial, courses, exercises and Python language examples designed for developers who want to learn the basics of this language. PDF document on 1067 pages created by StackOverFlow.

Python Data Science Handbook: Essential Tools for Working with Data

For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all - IPython, NumPy,

Think Python - How to Think Like a Computer Scientist

Think Python is an introduction to Python programming for students with no programming experience. It starts with the most basic concepts of programming, and is carefully designed to define all terms when they are first used and to develop each new concept in a logical progression. Larger pieces,

Raspberry Pi Cookbook for Python Programmers

The Raspberry Pi foundation has been selling their computers since 2012 with the aim of in..., download free Python tutorial in PDF (402 pages) created by .