Practical Numerical Computing Using Python: Scientific & Engineering Applications - Tapa blanda

Verma, Mahendra

 
9798767314713: Practical Numerical Computing Using Python: Scientific & Engineering Applications
Tapa blanda
ISBN 13: 9798767314713
Editorial: Independently published, 2021

Sinopsis

Review: “This excellent book of Prof. Verma is a single resource which a student can use to learn the fast-developing field of computational science. In addition to the description of Python language, it provides a broad overview of hardware, software, classic numerical methods, and everything in between. I recommend it strongly to all!” — Prof. Prateek Sharma, IISc Bengaluru

Link for the Python codes in Google Colab: https://colab.research.google.com/drive/1OA4FrzHYr9755HFm53LW-YELcGk-np_V?usp=sharing

Key Features of the Book:

  • Perfect book for introduction to practical numerical algorithms and programs for advanced undergraduate and beginning graduate students.
  • Introduces Python programming language and its modules related to numerical computing
  • Covers Numpy, Matplotlib, and Scipy modules in details.
  • Illustrates how to make a variety of plots and animations.
  • Detailed discussions on important numerical algorithms: Interpolation, Integration, Differentiation, ODE and PDE solvers, and Linear algebra solvers.
  • Practical implementation of the algorithms in Python.
  • Introduces Spectral and Finite-difference methods and applications to fluid mechanics and quantum mechanics.
  • Includes chapters on Monte Carlo methods and applications to statistical physics, as well as on error analysis.
  • A brief introduction to Computer hardware, complexity estimates, and nondimensionalization.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
Independently published
Año de publicación
2021
Idioma
Inglés
ISBN 13 
9798767314713
Encuadernación
Tapa blanda
Número de páginas
529
Contacto del fabricante
no disponible
Persona responsable
no disponible