Skip to Content
Effective Computation in Physics
book

Effective Computation in Physics

by Anthony Scopatz, Kathryn D. Huff
June 2015
Intermediate to advanced
550 pages
13h 27m
English
O'Reilly Media, Inc.
Content preview from Effective Computation in Physics

Chapter 6. Classes and Objects

When physicists create a mathematical model of a physical process, they rely on the mathematical framework that can represent that process as closely as possible. When Newton developed a model of forces and motion, the appropriate mathematical framework was calculus. When Einstein developed a model of wave-particle motion, he relied on the mathematics of wave equations and eigenvalues. For many models in scientific computation, the computational framework that best aligns with our need is object orientation.

The universe presents itself as a collection of objects that humans (in particular, scientists) tend to classify based on their attributes and behaviors. Similarities, relationships, and hierarchies among these objects further help to structure our perception of the world. In alignment with that conceptual model, object orientation facilitates representation of the world as classes of objects that possess attributes, behaviors, and hierarchical relationships. Classes in object orientation organize data, methods, and functions. Those classes manifest themselves as specific objects. We will discuss these two concepts in great detail here.

This chapter will describe how object orientation allows the scientist to cleanly organize behaviors and data. It will also mention the many objects this book has used already and how they operate as particular instances of distinct classes. To demonstrate the use of classes for modeling physics, this chapter ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Math for Deep Learning

Math for Deep Learning

Ronald T. Kneusel
Fundamentals of Physics

Fundamentals of Physics

Jearl Walker, Robert Resnick, David Halliday

Publisher Resources

ISBN: 9781491901564Errata Page