TY  - GEN
AU  - Verma, Mahendra
TI  - Practical numerical computing using Python: scientific and engineering applications
SN  - 9789391374518
U1  - 005.133 
PY  - 2021///
CY  - [Bengaluru]
PB  - Pothi.com
KW  - Information technology
KW  - Python (Computer programming language)
KW  - Computer programming
N2  - 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
ER  -