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Simulating the Physical World
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This title has free online support material available.

Details

  • Page extent: 626 pages
  • Size: 247 x 174 mm
  • Weight: 1.19 kg

Library of Congress

  • Dewey number: 530.011
  • Dewey version: 22
  • LC Classification: n/a
  • LC Subject headings:
    • Physics--Simulation methods

Library of Congress Record

Hardback

 (ISBN-13: 9780521835275)

The simulation of physical systems requires a simplified, hierarchical approach which models each level from the atomistic to the macroscopic scale. From quantum mechanics to fluid dynamics, this book systematically treats the broad scope of computer modeling and simulations, describing the fundamental theory behind each level of approximation. Berendsen evaluates each stage in relation to its applications giving the reader insight into the possibilities and limitations of the models. Practical guidance for applications and sample programs in Python are provided. With a strong emphasis on molecular models in chemistry and biochemistry, this 2007 book will be suitable for advanced undergraduate and graduate courses on molecular modeling and simulation within physics, biophysics, physical chemistry and materials science. It will also be a useful reference to all those working in the field. Additional resources for this title including solutions for instructors and programs are available online at www.cambridge.org/9780521835275.

• The first book to cover the wide range of modeling and simulations, from atomistic to the macroscopic scale, in a systematic fashion • Providing a wealth of background material, it does not assume advanced knowledge and is eminently suitable for course use • Contains practical examples and sample programs in Python

Contents

Preface; Symbols, units and constants; 1. Introduction; 2. Quantum mechanics: principles; 3. From quantum to classical; 4. Quantum chemistry; 5. Mixed quantum/classical dynamics; 6. Quantum Corrections; 7. Molecular dynamics; 8. Free energy, entropy and potential of mean force; 9. Sampling phase space; 10. Stochastic dynamics; 11. Coarse-Graining; 12. Dissipative particle dynamics; Topic 1. Fourier transforms; Topic 2. Electromagnetism; Topic 3. Vectors, operators and vector spaces; Topic 4. Mechanics; Topic 5. Review of thermodynamics; Topic 6. Review of statistical mechanics; Topic 7. Linear response theory; Topic 8. Splines; References; Index.

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