000			01418 a2200205 4500
003			OSt
020			_a9789391374518
040			_cIIT Kanpur
041			_aeng
082			_a005.133 _bV59p
100			_aVerma, Mahendra
245			_aPractical numerical computing using Python _bscientific and engineering applications _cMahendra Verma
260			_bPothi.com _c2021 _a[Bengaluru]
300			_a516p
520			_aPerfect 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.
650			_aInformation technology
650			_aPython (Computer programming language)
650			_aComputer programming
942			_cBK _02
999			_c565435 _d565435