Introduction to the Tools of Scientific Computing

The book provides an introduction to common programming tools and methods in numerical mathematics and scientific computing, focusing on Python and comparing it to other languages. It is useful for mathematicians and practitioners trying to decide which programming language to use for which purposes.

Format: Paperback / softback
Length: 344 pages
Publication date: 04 December 2021
Publisher: Springer Nature Switzerland AG

The book serves as an invaluable introduction to a wide range of common programming tools and methodologies employed in numerical mathematics and scientific computing. Unlike conventional approaches that often prioritize specific languages, this comprehensive resource strives to elucidate the fundamental principles underlying these techniques. To facilitate a seamless learning experience, the book begins by presenting new concepts in a user-friendly Python language, allowing readers to grasp these ideas with ease. Subsequently, it extends and elaborates on these concepts across various scientific programming environments, including C/C++, Julia, MATLAB, and Maple. This diverse range of programming environments enables readers to explore different approaches to distributed computing and apply their knowledge in diverse domains.

Moreover, the book's exploration of multiple languages adds value to its appeal, particularly for mathematicians and practitioners seeking guidance in selecting the most suitable programming language for specific purposes. By comparing and contrasting the features and capabilities of different languages, readers can make informed decisions about which language best suits their needs, whether it's for complex numerical simulations, data analysis, or machine learning applications.

In summary, the book offers a comprehensive and accessible guide to programming tools and methodologies in numerical mathematics and scientific computing. Its focus on fundamental principles, combined with a practical approach across various programming environments, makes it an essential resource for students, researchers, and practitioners alike. Whether you are a novice or an experienced programmer, this book will provide you with the knowledge and skills necessary to excel in your field.

Weight: 545g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030608101
Edition number: 1st ed. 2020