عنوان

Basic concepts in computational physics /

شابک

3319272632

شابک

9783319272634

شابک اشتباه

9783319272658

کد کشور

bnb

شماره

b623944

عنوان اصلي

Basic concepts in computational physics /

نام عام مواد

[Book]

نام نخستين پديدآور

Benjamin A. Stickler, Ewald Schachinger.

وضعيت ويراست

Second edition.

نام خاص و کميت اثر

xvi, 409 pages :

ساير جزييات

illustrations ;

ابعاد

25 cm

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

1. Some Basic Remarks -- Part I: Deterministic Methods -- 2. Numerical Differentiation -- 3. Numerical Integration -- 4. The KEPLER Problem -- 5. Ordinary Differential Equations -- 6. The Double Pendulum -- 7. Molecular Dynamics -- 8. Numerics of Ordinary Differential Equations -- 9. The One-Dimensional Stationary Heat Equation -- 10. The One-Dimensional Stationary SCHRÖDINGER Equation -- 11. Partial Differential Equations -- Part II: Stochastic Methods -- 12. Pseudo Random Number Generators -- 13. Random Sampling Methods -- 14. A Brief Introduction to Monte-Carlo Methods -- 15. The ISING Model -- 16. Some Basics of Stochastic Processes -- 17. The Random Walk and Diffusion Theory -- 18. MARKOV-Chain Monte Carlo and the POTTS Model -- 19. Data Analysis -- 20. Stochastic Optimization -- A: The Two-Body Problem -- B: Solving Non-Linear Equations: The NEWTON Method -- C: Numerical Solution of Systems of Equations -- D: Fast Fourier Transform -- E: Basics of Probability Theory -- F: Phase Transitions -- G: Fractional Integrals and Derivatives in 1D -- H: Least Squares Fit -- I: Deterministic Optimization -- Index.

بدون عنوان

0

متن يادداشت

"This new edition is a concise introduction to the basic methods of computational physics. Readers will discover the benefits of numerical methods for solving complex mathematical problems and for the direct simulation of physical processes. The book is divided into two main parts: Deterministic methods and stochastic methods in computational physics. Based on concrete problems, the first part discusses numerical differentiation and integration, as well as the treatment of ordinary differential equations. This is extended by a brief introduction to the numerics of partial differential equations. The second part deals with the generation of random numbers, summarizes the basics of stochastics, and subsequently introduces Monte-Carlo (MC) methods. Specific emphasis is on MARKOV chain MC algorithms. The final two chapters discuss data analysis and stochastic optimization. All this is again motivated and augmented by applications from physics. In addition, the book offers a number of appendices to provide the reader with information on topics not discussed in the main text. Numerous problems with worked-out solutions, chapter introductions and summaries, together with a clear and application-oriented style support the reader. Ready to use C++ codes are provided online." --Publisher's website.

موضوع مستند نشده

Computer simulation.

موضوع مستند نشده

Mathematical physics.

موضوع مستند نشده

Numerical analysis.

موضوع مستند نشده

Physics-- Data processing.

موضوع مستند نشده

Computer simulation.

موضوع مستند نشده

Mathematical physics.

موضوع مستند نشده

Numerical analysis.

موضوع مستند نشده

Physics-- Data processing.

شماره

ويراست

شماره رده

شماره رده

نشانه اثر

نشانه اثر

مستند نام اشخاص تاييد نشده

Stickler, Benjamin A.

مستند نام اشخاص تاييد نشده

Schachinger, Ewald

تاريخ عمليات

20200617083048.0

قواعد فهرست نويسي ( بخش توصيفي )

rda

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y