Practical Numerical Computing Using Pyth
โ Mahendra Verma
๐ Library
๐
2022
๐ pothi.com
๐ English
โฆ LIBER โฆ
๐
Practical Numerical Computing Using Python: Scientific & Engineering Applications
โ Scribed by Mahendra Verma
- Year
- 2021
- Tongue
- English
- Category
- Library
โฌ Acquire This Volume
No coin nor oath required. For personal study only.
โฆ Synopsis
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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