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Modeling and simulation in Python
Allen B. Downey你有多喜欢这本书?
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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 chemical kinetics.
• 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.
• 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 chemical kinetics.
• 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.
年:
2017
出版社:
Green Tea Press
语言:
english
页:
205
文件:
PDF, 5.42 MB
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IPFS:
CID , CID Blake2b
english, 2017
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