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Essential Python for the Physicist (Hardcover, 1st ed. 2020)
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Essential Python for the Physicist (Hardcover, 1st ed. 2020)
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This book introduces the reader with little or no previous
computer-programming experience to the Python programming language
of interest for a physicist or a natural-sciences student. The book
starts with basic interactive Python in order to acquire an
introductory familiarity with the language, than tackle Python
scripts (programs) of increasing complexity, that the reader is
invited to run on her/his computer. All program listings are
discussed in detail, and the reader is invited to experiment on
what happens if some code lines are modified. The reader is
introduced to Matplotlib graphics for the generation of figures
representing data and function plots and, for instance, field
lines. Animated function plots are also considered. A chapter is
dedicated to the numerical solution of algebraic and transcendental
equations, the basic mathematical principles are discussed and the
available Python tools for the solution are presented. A further
chapter is dedicated to the numerical solution of ordinary
differential equations. This is of vital importance for the
physicist, since differential equations are at the base of both
classical physics (Newton's equations) and quantum mechanics
(Schroedinger's equation). The shooting method for the numerical
solution of ordinary differential equations with boundary
conditions at two boundaries is also presented. Python programs for
the solution of two quantum-mechanics problems are discussed as
examples. Two chapters are dedicated to Tkinter graphics, which
gives the user more freedom than Matplotlib, and to Tkinter
animation. Programs displaying the animation of physical problems
involving the solution of ordinary differential equations (for
which in most cases there is no algebraic solution) in real time
are presented and discussed. Finally, 3D animation is presented
with Vpython.
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