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Computational Physics. A Comprehensive Guide to Numerical Methods in Physics
Mercury Learning and Information, Darren Walker
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EBOOK
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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.
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
- Tytuł:Computational Physics. A Comprehensive Guide to Numerical Methods in Physics
- Autor:Mercury Learning and Information, Darren Walker
- Tytuł oryginału:Computational Physics. A Comprehensive Guide to Numerical Methods in Physics
- ISBN:9781836648260, 9781836648260
- Data wydania:2024-07-26
- Format:Ebook
- Identyfikator pozycji: e_45nh
- Wydawca: Mercury Learning
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