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Essentials of Computational Chemistry

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462 13 HYBRID QUANTAL/CLASSICAL MODELS<br />

where i and j run over N QM electrons, k and l run over the K nuclei in the QM fragment,<br />

and m runs over the M molecular mechanics atoms. The second equality in Eq. (13.4)<br />

simply expands the QM Hamiltonian into its usual individual terms and uses Eq. (13.3) to<br />

expand the QM/MM component <strong>of</strong> the Hamiltonian. The terms having no dependence on<br />

the electronic coordinates – HMM, the QM-nuclei/MM-atom electrostatic interactions, and<br />

the LJ interactions – may be taken outside <strong>of</strong> expectation value integrals, which are then<br />

simply one by normalization <strong>of</strong> the wave function. The third equality simply collects terms<br />

together in a convenient fashion.<br />

Note that the only operator acting on the electronic wave function for the QM/MM system<br />

that would not be present in the isolated QM system is that involving the charges <strong>of</strong> the MM<br />

atoms. In operator formalism, these atoms behave exactly like QM nuclei, except that they<br />

bear partial atomic charges instead <strong>of</strong> atomic-number-based charges. As such, they enter<br />

into the standard Fock operator just as nuclear charges do, i.e., as part <strong>of</strong> the one-electron<br />

operator. Elements <strong>of</strong> the QM/MM Fock matrix that minimize the energy computed from<br />

Eq. (13.4) are thus calculated from the generalization <strong>of</strong> Eq. (4.54) as<br />

Fµν =<br />

<br />

<br />

µ <br />

−1 2 ∇2<br />

<br />

<br />

<br />

ν<br />

<br />

−<br />

+ <br />

λσ<br />

Pλσ<br />

QM<br />

nuclei<br />

<br />

k<br />

Zk<br />

<br />

<br />

µ <br />

1 <br />

<br />

ν<br />

<br />

−<br />

rk<br />

<br />

(µν|λσ ) − 1<br />

2 (µλ|νσ)<br />

<br />

MM<br />

atoms<br />

<br />

m<br />

qm<br />

<br />

<br />

µ <br />

1 <br />

<br />

ν<br />

<br />

rm<br />

(13.5)<br />

where only the third term on the r.h.s. is different from the usual QM expression. The<br />

third term involves the computation <strong>of</strong> M one-electron integrals. Ins<strong>of</strong>ar as the bottlenecks<br />

in HF theory tend to be assembly <strong>of</strong> the two-electron integrals or diagonalization <strong>of</strong> the<br />

Fock matrix, the actual increase in computational time required for a QM/MM calculation<br />

compared to a purely QM calculation on the same fragment can be quite small.<br />

DFT equations analogous to Eqs. (13.4) and (13.5) can be derived in a similarly straightforward<br />

way. Again, the ultimate influence <strong>of</strong> the MM system on the KS orbitals is made<br />

manifest only by the appearance <strong>of</strong> additional one-electron integrals associated with the MM<br />

atoms in the KS operator.<br />

Of course, the simplicity <strong>of</strong> the QM/MM operator does not imply that it has only a small<br />

effect. Large atomic partial charges placed near the QM fragment would be expected to<br />

polarize the system strongly. Table 13.2 compares the dipole moments <strong>of</strong> the standard nucleic<br />

acid bases at the AM1 level evaluated in the gas phase and in a QM/MM calculation carried<br />

out modeling aqueous solvation with a periodic box <strong>of</strong> TIP3P water molecules. For comparison,<br />

results from the AM1-SM2 aqueous continuum solvation model are also provided.<br />

It is important to recognize how a QM/MM calculation like that for the nucleic acid base<br />

solvated dipole moments is accomplished. We outline here a typical series <strong>of</strong> steps<br />

1. Choose the particular QM and MM levels to be used.<br />

2. Given those QM and MM levels, select a set <strong>of</strong> LJ parameters for the QM fragment. One<br />

option is to use the same parameters for atoms in the QM fragment as those that would

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