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5 - Empirical atomistic models of materials

from Part II - Atomistics

Published online by Cambridge University Press:  05 June 2012

Ellad B. Tadmor
Affiliation:
University of Minnesota
Ronald E. Miller
Affiliation:
Carleton University, Ottawa
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Summary

In the previous chapter, we saw the enormous complexity that governs the bonding of solids. Electronic interactions and structure in the presence of the positively charged ionic cores can only be fully understood using the machinery of Schrödinger's equation and quantum mechanics. But the simplest of bonding problems, that of two hydrogen atoms, is already too complex to solve exactly. Density functional theory (DFT), whereby Schrödinger's equation is recast in a form amenable to numerical solution, provides us with a powerful tool for accurately solving complex bonding problems, but at the expense of significant computational effort. Tight-binding (TB) reduces the burden by parameterizingmany of the integrals in DFT into simple analytic forms, but still requires expensive matrix inversion. To have any hope of modeling the complex deformation problems of interest to us (see, for example, Chapter 6), we must rely on much more approximate approaches for describing the atomic interactions using fitted functional forms.

As we saw in Section 4.5, the TB formulation provides a bridge between DFT and empirical potentials. However, given the boldness of some of the approximations that take us from full quantum mechanics to TB, one might question why empirical models should work at all. It is true that we must view all empirical results suspiciously. In some cases they can be quite accurate, while in others we may only be able to use them as idealized models that capture the general trends or basic mechanisms of the real systems.

Type
Chapter
Information
Modeling Materials
Continuum, Atomistic and Multiscale Techniques
, pp. 237 - 303
Publisher: Cambridge University Press
Print publication year: 2011

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