000 | 01420 a2200205 4500 | ||
---|---|---|---|
003 | OSt | ||
020 | _a9789391374518 | ||
040 | _cIIT Kanpur | ||
041 | _aeng | ||
082 |
_a005.133 _bV59p |
||
100 | _aVerma, Mahendra | ||
245 |
_aPractical numerical computing using python _cMahendra Verma _bscientific & engineering applications |
||
260 |
_bPothi.com _c2021 _aBengaluru |
||
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 | ||
999 |
_c565373 _d565373 |