Practical Numerical Computing Using Python: Scientific & Engineering Applications, (Paperback)
Mahendra Verma

Practical Numerical Computing Using Python: Scientific & Engineering Applications, (Paperback)

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Key item features

  • Practical Numerical Computing Using Python: Scientific & Engineering Applications, (Paperback)
  • Author: Independently Published
  • ISBN: 9798767314713
  • Format: Paperback
  • Publication Date: 2021-11-14
  • Page Count: 530

Specs

Publication date, November, 2021Author, Independently PublishedBook format, PaperbackGenre, Computing & InternetPages, 530Age group, Adult

About this item

Product details

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.
  • Practical Numerical Computing Using Python: Scientific & Engineering Applications, (Paperback)
  • Author: Independently Published
  • ISBN: 9798767314713
  • Format: Paperback
  • Publication Date: 2021-11-14
  • Page Count: 530
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Specifications

Publication date

November, 2021

Author

Independently Published

Book format

Paperback

Genre

Computing & Internet

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