Computational Mathematics: An introduction to Numerical Analysis and Scientific Computing with Python (Advances in Applied Mathematics) - Hardcover

Mitsotakis, Dimitrios

Hardcover

ISBN 10: 1032262397 ISBN 13: 9781032262390

Publisher: Chapman and Hall/CRC, 2023

Synopsis

This textbook is a comprehensive introduction to computational mathematics and scientific computing suitable for undergraduate and postgraduate courses. It presents both practical and theoretical aspects of the subject, as well as advantages and pitfalls of classical numerical methods alongside with computer code and experiments in Python. Each chapter closes with modern applications in physics, engineering, and computer science.

Features:

• No previous experience in Python is required.
• Includes simplified computer code for fast-paced learning and transferable skills development.
• Includes practical problems ideal for project assignments and distance learning.
• Presents both intuitive and rigorous faces of modern scientific computing.
• Provides an introduction to neural networks and machine learning.

About this title

About the Author

Dimitrios Mitsotakis received a PhD in Mathematics in 2007 from the University of Athens. His experience with high-performance computing started while at the Edinburgh Parallel Computing Center at the University of Edinburgh. Dimitrios worked at the University Paris-Sud as a Marie Curie fellow, at the University of Minnesota as an associate postdoc and at the University of California, Merced as a Visiting Assistant Professor. Dimitrios is currently an associate professor/reader at the School of Mathematics and Statistics of Victoria University of Wellington. He has published his work in journals of numerical analysis and in more general audience journals in physics, coastal engineering, waves sciences, and in scientific computing. He develops numerical methods for the solution of equations for water waves, and he studies real-world applications such as the generation of tsunamis. Some of his main contributions are in the theory and numerical analysis of Boussinesq systems for nonlinear and dispersive water waves.

Edition details

• Publisher: Chapman and Hall/CRC
• Publication date: 2023
• Language: English
• ISBN 10: 1032262397
• ISBN 13: 9781032262390
• Binding: Hardcover
• Edition number: 1
• Number of pages: 528