Practical numerical computing using Python : scientific and engineering applications
By: Verma, Mahendra.
Publisher: [Bengaluru] Pothi.com 2021Description: 516p.ISBN: 9789391374518.Subject(s): Information technology | Python (Computer programming language) | Computer programmingDDC classification: 005.133 | V59p Summary: 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.| Item type | Current location | Collection | Call number | Copy number | Status | Date due | Barcode | Item holds |
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PK Kelkar Library, IIT Kanpur | TEXT | 005.133 V59p cop.1 (Browse shelf) | Copy 1 | Available | A185640 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 005.133 V59p cop.2 (Browse shelf) | Copy 2 | Available | A185641 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 005.133 V59p cop.3 (Browse shelf) | Copy 3 | Available | A185642 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 005.133 V59p cop.4 (Browse shelf) | Copy 4 | Available | A185643 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 005.133 V59p cop.5 (Browse shelf) | Copy 5 | Available | A185644 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 005.133 V59p cop.6 (Browse shelf) | Copy 6 | Available | A185645 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 005.133 V59p cop.7 (Browse shelf) | Copy 7 | Available | A185646 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 005.133 V59p cop.8 (Browse shelf) | Copy 8 | Available | A185647 |
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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