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Effective Computation in Physics (Paperback)
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Effective Computation in Physics (Paperback)
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More physicists today are taking on the role of software developer
as part of their research, but software development isn't always
easy or obvious, even for physicists. This practical book teaches
essential software development skills to help you automate and
accomplish nearly any aspect of research in a physics-based field.
Written by two PhDs in nuclear engineering, this book includes
practical examples drawn from a working knowledge of physics
concepts. You'll learn how to use the Python programming language
to perform everything from collecting and analyzing data to
building software and publishing your results.In four parts, this
book includes: Getting Started: Jump into Python, the command line,
data containers, functions, flow control and logic, and classes and
objects Getting It Done: Learn about regular expressions, analysis
and visualization, NumPy, storing data in files and HDF5, important
data structures in physics, computing in parallel, and deploying
software Getting It Right: Build pipelines and software, learn to
use local and remote version control, and debug and test your code
Getting It Out There: Document your code, process and publish your
findings, and collaborate efficiently; dive into software licenses,
ownership, and copyright procedures
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