Practical Numerical Computing Using Python: Scientific & Engineering Applications - Softcover

Verma, Mahendra

 
9798767314713: Practical Numerical Computing Using Python: Scientific & Engineering Applications
Softcover
ISBN 13: 9798767314713
Verlag: Independently published, 2021

Inhaltsangabe

Review: “This excellent book of Prof. Verma is a single resource which a student can use to learn the fast-developing field of computational science. In addition to the description of Python language, it provides a broad overview of hardware, software, classic numerical methods, and everything in between. I recommend it strongly to all!” — Prof. Prateek Sharma, IISc Bengaluru

Link for the Python codes in Google Colab: https://colab.research.google.com/drive/1OA4FrzHYr9755HFm53LW-YELcGk-np_V?usp=sharing

Key Features of the Book:

  • 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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Independently published
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 13 
9798767314713
Einband
Tapa blanda
Anzahl der Seiten
529
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar