Numerical Python in Astronomy and Astrophysics

£49.99

Numerical Python in Astronomy and Astrophysics

A Practical Guide to Astrophysical Problem Solving

Numerical analysis Astronomy, space and time Mathematical physics Programming and scripting languages: general

Authors: Wolfram Schmidt, Marcel Volschow

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Collection: Undergraduate Lecture Notes in Physics

Language: English

Published by: Springer

Published on: 14th July 2021

Format: LCP-protected ePub

Size: 81 Mb

ISBN: 9783030703479


Book Overview

This book provides a solid foundation in the Python programming language, numerical methods, and data analysis, all embedded within the context of astronomy and astrophysics. It not only enables students to learn programming with the aid of examples from these fields but also provides ample motivation for engagement in independent research.

Introduction to Computational Methods

The book opens by outlining the importance of computational methods and programming algorithms in contemporary astronomical and astrophysical research, showing why programming in Python is a good choice for beginners. The performance of basic calculations with Python is then explained with reference to, for example, Kepler’s laws of planetary motion and gravitational and tidal forces. Here, essential background knowledge is provided as necessary.

Learning Python and Numerical Methods

Subsequent chapters are designed to teach the reader to define and use important functions in Python and to utilize numerical methods to solve differential equations and landmark dynamical problems in astrophysics.

Data Analysis and Applications

Finally, the analysis of astronomical data is discussed, with various hands-on examples as well as guidance on astronomical image analysis and applications of artificial neural networks.

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