**Computational Physics With Python**

by Eric Ayars

**Publisher**: California State University, Chico 2013**Number of pages**: 194

**Description**:

Contents: Useful Introductory Python; Python Basics; Basic Numerical Tools; Numpy, Scipy, and MatPlotLib; Ordinary Differential Equations; Chaos; Monte Carlo Techniques; Stochastic Methods; Partial Differential Equations; Linux; Visual Python; Least-Squares Fitting.

Download or read it online for free here:

**Download link**

(7.5MB, PDF)

## Similar books

**Computational Physics**

by

**Morten Hjorth-Jensen**-

**University of Oslo**

These notes should train you in an algorithmic approach to problems in the sciences, represented here by the unity of three disciplines, physics, mathematics and informatics. This trinity outlines the emerging field of computational physics.

(

**10492**views)

**Introduction to Computational Physics**

by

**Franz J. Vesely**-

**University of Vienna**

The essential point in computational physics is the systematic application of numerical techniques in place of, and in addition to, analytical methods, in order to render accessible to computation as large a part of physical reality as possible.

(

**7888**views)

**Multigrid Methods for Structured Grids and their Application in Particle Simulation**

by

**Matthias Bolten**-

**John von Neumann Institute for Computing**

This work is focused on the application of multigrid methods to particle simulation methods. Particle simulation is important for a broad range of scientific fields, like biophysics, astrophysics or plasma physics, to name a few.

(

**5107**views)

**Computational Thermodynamics**

by

**Johan Hoffman, Claes Johnson**

Computational foundation of thermodynamics based on deterministic finite precision computation without resort to statistics. A new 2nd Law without the concept of entropy is proved to be a consequence of the 1st Law and finite precision computation.

(

**9818**views)