Computational Mathematics: An introduction to Numerical Analysis and Scientific Computing with Python - Rilegato

Libro 36 di 38: Advances in Applied Mathematics

Mitsotakis, Dimitrios

 
9781032262390: Computational Mathematics: An introduction to Numerical Analysis and Scientific Computing with Python
Rilegato
ISBN 10: 1032262397 ISBN 13: 9781032262390
Casa editrice: Chapman and Hall/CRC, 2023

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Chapman and Hall/CRC
Data di pubblicazione
2023
Lingua
Inglese
ISBN 10 
1032262397
ISBN 13 
9781032262390
Rilegatura
Copertina rigida
Numero edizione
1
Numero di pagine
528
Contatto del produttore
non disponibile
Persona responsabile
non disponibile