Applications of Monte Carlo Method in Science and Engineering

• Category: Computer
• Author: Shaul Mordechai
• Pages: 950 pages
• File type: PDF files, and a zipped PDF, 51.83 MB

Read and download free eBook intituled Applications of Monte Carlo Method in Science and Engineering in format PDF files, and a zipped PDF, 51.83 MB – 950 pages created by Shaul Mordechai.

In this book, Applications of Monte Carlo Method in Science and Engineering, we further expose the broad range of applications of Monte Carlo simulation in the fields of Quantum Physics, Statistical Physics, Reliability, Medical Physics, Polycrystalline Materials, Ising Model, Chemistry, Agriculture, Food Processing, X-ray Imaging, Electron Dynamics in Doped Semiconductors, Metallurgy, Remote Sensing and much more diverse topics. The book chapters included in this volume clearly reflect the current scientific importance of Monte Carlo techniques in various fields of research.

The book covers basic random generation algorithms, Monte Carlo techniques for integration and optimization, convergence diagnoses, Markov chain Monte Carlo methods, including Metropolis {Hastings and Gibbs algorithms, and adaptive algorithms

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Applications of Monte Carlo Method in Science and Engineering