E-book details

Computational Physics. A Comprehensive Guide to Numerical Methods in Physics

Computational Physics. A Comprehensive Guide to Numerical Methods in Physics

Mercury Learning and Information, Darren Walker

Ebook
This updated edition introduces computational physics for performing experiments on the computer. It provides a grounding in scientific programming with examples in the context of physics problems. Using C++ as the primary language, it covers interpolation, integration, and solving differential equations, from simple concepts to advanced topics. The book includes a chapter on high-performance computing and parallel programming.
Understanding computational physics is crucial for data manipulation and real-world simulations. The book starts with introductory topics and progresses to advanced material, including a C++ library and sample programs. Readers will learn problem-solving methods and constructing models.
This journey equips readers with skills for scientific tasks, demonstrating efficient problem-solving and model construction. The practical approach ensures users can apply these concepts in real-world scenarios, making it an essential resource for those interested in computational physics.
  • 1. Introduction
  • 2. Getting Comfortable
  • 3. Interpolation and Data Fitting
  • 4. Searching for Roots
  • 5. Numerical Quadrature
  • 6. Ordinary Differential Equations
  • 7. Fourier Analysis
  • 8. Monte Carlo Methods
  • 9. Partial Differential Equations
  • 10. Advanced Numerical Quadrature
  • 11. Advanced ODE Solver and Applications
  • 12. High-Performance Computing
  • Title: Computational Physics. A Comprehensive Guide to Numerical Methods in Physics
  • Author: Mercury Learning and Information, Darren Walker
  • Original title: Computational Physics. A Comprehensive Guide to Numerical Methods in Physics
  • ISBN: 9781836648260, 9781836648260
  • Date of issue: 2024-07-26
  • Format: Ebook
  • Item ID: e_45nh
  • Publisher: Mercury_Learning