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Practical Numerical Computing Using Python Scientific and Engineering Applications - Mahendra Verma

Anglų
2021-11-14
24,13 € 32,18 €

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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 Go ... Visas aprašymas

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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.

Daugiau informacijos

Autorius Mahendra Verma
Leidėjas Amazon Digital Services LLC - Kdp
Išleidimo metai 2021
Viršelio tipas Minkšti viršeliai
EAN 9798767314713
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24,13 € 32,18 €