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Online proceedings - EDA Publishing Association

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From<br />

7-9 October 2009, Leuven, Belgium<br />

TABLE II<br />

Overall thermal conductivity and relative mode contribution before and after QCs at T = 220 K<br />

Factor<br />

Factor<br />

value<br />

MD n/a n/a<br />

+Standard QCs<br />

+Proposed QCs<br />

c<br />

v,<br />

a<br />

( T )<br />

3( N −1)<br />

k<br />

c<br />

c<br />

v , e<br />

v,<br />

a<br />

( T )<br />

( T )<br />

B<br />

0.645<br />

1.037<br />

k<br />

TA<br />

(W/m-K)<br />

128.615<br />

(33.87%)<br />

82.932<br />

(33.87%)<br />

125.303<br />

(38.62%)<br />

k<br />

LA<br />

(W/m-K)<br />

212.151<br />

(55.87%)<br />

136.797<br />

(55.87%)<br />

180.660<br />

(55.67%)<br />

k<br />

LO<br />

(W/m-K)<br />

35.800<br />

(9.43%)<br />

23.084<br />

(9.43%)<br />

17.310<br />

(5.33%)<br />

Total 94.29 % 5.71 %<br />

k<br />

k ' = k *(3/ π )<br />

TO<br />

(W/m-K) (W/m-K)<br />

3.092<br />

(0.82%)<br />

362.549<br />

1.994<br />

(0.82%)<br />

1.218<br />

(0.38%)<br />

233.773<br />

309.866<br />

94.29 % (i.e. an increase of 4.54 % from the values before<br />

QCs), while the contribution of the optical modes becomes<br />

5.71 %. The contribution of the LO and TO modes reduces<br />

from 9.43 % and 0.82 % before QCs to 5.33 % and 0.38 %<br />

after QCs, respectively, and the TA mode increases from 33.87<br />

to 38.62 %. These results are in excellent agreement with<br />

recent ab initio predictions [33], in which acoustic modes<br />

provide 95% of the contribution to the thermal conductivity<br />

and that the contribution of LA is higher than that from the TA<br />

mode.<br />

Isotope scattering. Based on the experimental data for nat Si<br />

and 28 Si [25] at the corrected temperature, the reduction in the<br />

thermal conductivity is estimated to be 16.80 % (measured<br />

relatively to the nat Si thermal conductivity). Table III shows the<br />

MD thermal conductivity before and after QCs including the<br />

isotropic scattering term. Before QCs are applied, the deviation<br />

of the MD-predicted thermal conductivity with respect to the<br />

experimental value is 44.48 % for 28 Si. When QCs and the<br />

isotope scattering are applied this difference reduces to 23.48<br />

and 13.94 % respectively.<br />

TABLE III<br />

Thermal conductivity before and after isotopic scattering at T = 220 K<br />

From<br />

k<br />

k<br />

k<br />

−1*100<br />

−1*100<br />

(W/m-K) ke( 28 nat<br />

Si)<br />

ke(<br />

Si)<br />

MD 362.5 44.48 %<br />

+QC 309.9 23.48 %<br />

+ISO 265.3 13.94 %<br />

k ( 28 e Si) = 250.934 W/m-K [25], ke ( Si)<br />

= 232.844 W/m-K [21], k e<br />

:<br />

experimental thermal conductivity.<br />

The inclusion of the isotope scattering term modifies all<br />

properties that depend on the phonon relation times. Although,<br />

both isotope scattering expressions (Eq. 4) lead to the same<br />

value of thermal conductivity, the relative contributions of the<br />

modes change. The contribution of the optical modes<br />

decreases, while the on from the acoustical modes increases.<br />

The acoustical modes contribute 97.6 % when the velocity term<br />

is neglected and 98.5 % when is included. Additionally, the<br />

contribution of optical modes becomes almost negligible (less<br />

that 2.4 %).<br />

Fig. 4 shows the mode thermal conductivity as a function of<br />

frequency. In terms of frequency, the isotope scattering lowers<br />

significantly the contribution of optical modes. For both<br />

scattering terms, the contribution of the LO mode reduces<br />

more than half, while the one from TO becomes negligible<br />

(less than 0.01 %). At the same time, the mode thermal<br />

conductivity of the TA does not experience a significant<br />

change, while the LA changes as the frequency increases.<br />

k m<br />

(ω) (W/m-K*s/rad)<br />

Before isotope scattering<br />

4 Isotope scattering: A*ω 4 3 x 10-13 LO<br />

Isotope scattering: A/v *ω 4 2.5<br />

3.5<br />

g<br />

2<br />

3<br />

1.5<br />

1<br />

TO<br />

2.5<br />

LA<br />

0.5<br />

2<br />

0.95 1 1.05 1.1<br />

x 10 14<br />

1.5<br />

1<br />

TA<br />

LO<br />

0.5<br />

TO<br />

0<br />

0 2 4 6 8 10 12<br />

4.5 x 10-12 Frequency (rad/s)<br />

x 10 13<br />

Fig. 4 - Contribution to the thermal conductivity of the TA, LA, LO and TO<br />

modes before (solid thick line) and after isotope scattering.<br />

V. HIGH TEMPERATURE IMPLICATIONS<br />

T ≥ θD<br />

At high temperatures (<br />

), both the quantization of<br />

the energy and the presence of isotopes are expected to have<br />

a minor effect on the reduction of the thermal conductivity.<br />

Note that the contribution to the thermal conductivity from<br />

the high frequency modes as the temperature of the system<br />

is increased would progressively become similar to the one<br />

estimated with MD (before QCs).<br />

VI. SUMMARY AND CONCLUSIONS<br />

In this work a new quantum correction procedure was<br />

proposed to correct silicon thermal properties obtained from<br />

molecular dynamics. The procedure considers the energy<br />

quantization per mode basis and the anharmonic nature of<br />

the potential energy function, and involves the use of<br />

experimental or analytical specific heat values. In addition,<br />

the effect of isotope scattering was analyzed in terms of the<br />

change of the mode thermal conductivity.<br />

In the standard quantum correction procedure, the specific<br />

©<strong>EDA</strong> <strong>Publishing</strong>/THERMINIC 2009 201<br />

ISBN: 978-2-35500-010-2

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