Fundamentals of Scientific Computing

By:

Bertil Gustafsson

Format:

Paperback / softback

Series:

Texts in Computational Science and Engineering

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Description

The book of nature is written in the language of mathematics -- Galileo Galilei How is it possible to predict weather patterns for tomorrow, with access solely to today’s weather data? And how is it possible to predict the aerodynamic behavior of an aircraft that has yet to be built? The answer is computer simulations based on mathematical models – sets of equations – that describe the underlying physical properties. However, these equations are usually much too complicated to solve, either by the smartest mathematician or the largest supercomputer. This problem is overcome by constructing an approximation: a numerical model with a simpler structure can be translated into a program that tells the computer how to carry out the simulation. This book conveys the fundamentals of mathematical models, numerical methods and algorithms. Opening with a tutorial on mathematical models and analysis, it proceeds to introduce the most important classes of numerical methods, with finite element, finite difference and spectral methods as central tools. The concluding section describes applications in physics and engineering, including wave propagation, heat conduction and fluid dynamics. Also covered are the principles of computers and programming, including MATLAB®.

Author Biography:

Top CSE scientist

Release date Australia

August 3rd, 2013

Author

Bertil Gustafsson

Audience

Professional & Vocational

Illustrations

XIV, 326 p.

Pages

326

Series

Texts in Computational Science and Engineering

Dimensions

155x235x18

ISBN-13

9783642268649

Product ID

21595610

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