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
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.
ISBN:9781498749732
出版日期:2016-11-25 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