Practical numerical computing using Python : scientific and engineering applications
Language: English Publication details: Pothi.com 2021 [Bengaluru]Description: 516pISBN:- 9789391374518
- 005.133 V59p
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| 005.133 Si17h2 cop.6 Head first Java [2nd ed.] | 005.133 V59p cop.1 Practical numerical computing using Python scientific and engineering applications | 005.133 V59p cop.2 Practical numerical computing using Python scientific and engineering applications | 005.133 V59p cop.3 Practical numerical computing using Python scientific and engineering applications | 005.133 V59p cop.4 Practical numerical computing using Python scientific and engineering applications | 005.133 V59p cop.5 Practical numerical computing using Python scientific and engineering applications | 005.133 V59p cop.6 Practical numerical computing using Python scientific and engineering applications |
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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