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Practical Numerical Computing Using Python: Scientific & Engineering Applications by Mahendra Verma

Practical Numerical Computing Using Python: Scientific & Engineering Applications

by Mahendra Verma
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Book cover type: Paperback
  • ISBN13: 9798767314713
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 530
  • Original Price: GBP 15.99
  • Language: English
  • Edition: N/A
  • Item Weight: 699 grams
  • BISAC Subject(s): Computer Simulation

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.

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