沃新书屋 - computational materials science - 出版社:A K Peters/CRC Press

A K Peters/CRC Press

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  • ISBN:9781498749732
  • 作者:June Gunn Lee
  • 出版社:A K Peters/CRC Press
  • 出版时间:2016-11-25
  • 页数:351
  • 价格:GBP 80.99
  • 纸张:暂无纸张
  • 装帧:Hardcover
  • 开本:暂无开本
  • 语言:暂无语言
  • 适合人群:Researchers in materials science, physicists, engineers, computer scientists, data scientists, material engineers, graduate students in related fields, and professionals interested in the intersection of technology and materials research
  • TAG:data analysis / Machine Learning / Materials Science / nanotechnology / Quantum Mechanics / Computational Physics
  • 豆瓣评分:暂无豆瓣评分
  • 更新时间:2025-05-18 19:07:08

内容简介:

This book is organized into nine chapters, starting with Chapter 1, which gives a general overview of computational science. Chapter 2 introduces MD methods based on classical mechanics: Its implementation into actual calculations follows in Chapter 3 with run examples of XMD and LAMMPS, respectively. Chapter 4 introduces first-principles methods based on quantum mechanics on a brief introductory level. Here, various illustrations and appropriate analogies will be presented to assist students to understand this tough subject. Chapter 5 is dedicated solely to the density functional theory (DFT) in detail, because this is the very first-principles method that can handle materials practically. Chapter 6 exclusively deals with solids and reveals how bulk materials can be represented with a handful of k-points. The chapter also provides how each orbital of electron leads to particular properties of solids such as total energy, band structure, and band gap. Finally, Chapters 7 through 9 implement the DFT into actual calculations with various codes such as Quantum Espresso, VASP, and MedeA-VASP, respectively. They cover from an atom to solids, and from simple GGA to GGA+U and hybrid methods. Chapter 9 specifically deals with advanced topics in DFT counting dispersion, +U, DFT with hybrid XC potentials, and ab initio MD by using a convenient GUI program, MedeA-VASP. Note that methods once considered as “too expensive” are now practical enough to treat materials, owing to the ever-increasing power of computers. Various postprocessing programs such as VESTA, VMD, and VTST will be exercised through the runs.