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.

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Spis treści

Computational Physics. A Comprehensive Guide to Numerical Methods in Physics eBook -- spis treści

• 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