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Numerical Methods in Physics with Python

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Release : 2023-05-31
Genre : Science
Kind : eBook
Book Rating : 848/5 ( reviews)

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Book Synopsis Numerical Methods in Physics with Python by : Alex Gezerlis

Download or read book Numerical Methods in Physics with Python written by Alex Gezerlis. This book was released on 2023-05-31. Available in PDF, EPUB and Kindle. Book excerpt: Bringing together idiomatic Python programming, foundational numerical methods, and physics applications, this is an ideal standalone textbook for courses on computational physics. All the frequently used numerical methods in physics are explained, including foundational techniques and hidden gems on topics such as linear algebra, differential equations, root-finding, interpolation, and integration. The second edition of this introductory book features several new codes and 140 new problems (many on physics applications), as well as new sections on the singular-value decomposition, derivative-free optimization, Bayesian linear regression, neural networks, and partial differential equations. The last section in each chapter is an in-depth project, tackling physics problems that cannot be solved without the use of a computer. Written primarily for students studying computational physics, this textbook brings the non-specialist quickly up to speed with Python before looking in detail at the numerical methods often used in the subject.

Numerical Methods for Physics

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Release : 2015-06-06
Genre : Differential equations, Partial
Kind : eBook
Book Rating : 683/5 ( reviews)

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Book Synopsis Numerical Methods for Physics by : Alejando L. Garcia

Download or read book Numerical Methods for Physics written by Alejando L. Garcia. This book was released on 2015-06-06. Available in PDF, EPUB and Kindle. Book excerpt: This book covers a broad spectrum of the most important, basic numerical and analytical techniques used in physics -including ordinary and partial differential equations, linear algebra, Fourier transforms, integration and probability. Now language-independent. Features attractive new 3-D graphics. Offers new and significantly revised exercises. Replaces FORTRAN listings with C++, with updated versions of the FORTRAN programs now available on-line. Devotes a third of the book to partial differential equations-e.g., Maxwell's equations, the diffusion equation, the wave equation, etc. This numerical analysis book is designed for the programmer with a physics background. Previously published by Prentice Hall / Addison-Wesley

Computational Physics

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Release : 2013
Genre : Computational physics
Kind : eBook
Book Rating : 511/5 ( reviews)

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Book Synopsis Computational Physics by : Mark E. J. Newman

Download or read book Computational Physics written by Mark E. J. Newman. This book was released on 2013. Available in PDF, EPUB and Kindle. Book excerpt: This book explains the fundamentals of computational physics and describes the techniques that every physicist should know, such as finite difference methods, numerical quadrature, and the fast Fourier transform. The book offers a complete introduction to the topic at the undergraduate level, and is also suitable for the advanced student or researcher. The book begins with an introduction to Python, then moves on to a step-by-step description of the techniques of computational physics, with examples ranging from simple mechanics problems to complex calculations in quantum mechanics, electromagnetism, statistical mechanics, and more.

Python Programming and Numerical Methods

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Release : 2020-11-27
Genre : Technology & Engineering
Kind : eBook
Book Rating : 509/5 ( reviews)

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Book Synopsis Python Programming and Numerical Methods by : Qingkai Kong

Download or read book Python Programming and Numerical Methods written by Qingkai Kong. This book was released on 2020-11-27. Available in PDF, EPUB and Kindle. Book excerpt: Python Programming and Numerical Methods: A Guide for Engineers and Scientists introduces programming tools and numerical methods to engineering and science students, with the goal of helping the students to develop good computational problem-solving techniques through the use of numerical methods and the Python programming language. Part One introduces fundamental programming concepts, using simple examples to put new concepts quickly into practice. Part Two covers the fundamentals of algorithms and numerical analysis at a level that allows students to quickly apply results in practical settings. Includes tips, warnings and "try this" features within each chapter to help the reader develop good programming practice Summaries at the end of each chapter allow for quick access to important information Includes code in Jupyter notebook format that can be directly run online

Numerical Methods in Engineering with Python 3

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Release : 2013-01-21
Genre : Computers
Kind : eBook
Book Rating : 853/5 ( reviews)

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Book Synopsis Numerical Methods in Engineering with Python 3 by : Jaan Kiusalaas

Download or read book Numerical Methods in Engineering with Python 3 written by Jaan Kiusalaas. This book was released on 2013-01-21. Available in PDF, EPUB and Kindle. Book excerpt: Provides an introduction to numerical methods for students in engineering. It uses Python 3, an easy-to-use, high-level programming language.

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