Ab-initio and tight-binding studies of porous Si and GeAlso, a scissors operator of 0.7 eV for Si...

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REVISTA MEXICANA DE F ´ ISICA S 53 (7) 225–228 DICIEMBRE 2007 Ab-initio and tight-binding studies of porous Si and Ge M. Cruz ESIME-Culhuacan, Instituto Polit´ ecnico Nacional, Av. Santa Ana 1000, 04430, D.F., M´ exico, e-mail: [email protected] L. A. P´ erez Instituto de Fisica, Universidad Nacional Aut´ onoma de M´ exico, Apartado Postal 20-364, 01000, D.F., M´ exico, e-mail: [email protected] C. Wang Instituto de Investigaciones en Materiales, Universidad Nacional Aut´ onoma de M´ exico, Apartado Postal 70-360, 04510, D.F., M´ exico, e-mail: [email protected] Recibido el 30 de noviembre de 2006; aceptado el 8 de octubre de 2007 First-principles and semi-empirical methods are employed to calculate electronic and optical properties of porous silicon and porous germa- nium. In order to test the parameters used in this work, the crystalline case has been taken as a starting point, where the sp 3 s * tight-binding and the density functional theory with the local density approximation approaches show a good agreement in the electronic band structures. For the dielectric function, the tight-binding approach demonstrates a better behavior in comparison with the experimental data. For porous systems, this tendency is preserved, showing strong quantum confinement effects. Keywords: Porous semiconductor materials; density functional theory; semi-empirical methods. etodos de primeros principios y semiempiricos son empleados para calcular las propiedades electr ´ onicas y ´ opticas de silicio y germanio porosos. Con el fin de probar los par´ ametros usados en este trabajo, el caso cristalino se ha tomado como punto de inicio, donde el modelo de amarre fuerte con base sp 3 s * y la teor´ ıa del funcional de la densidad dentro de la aproximaci´ on de densidad local muestra una buena concordancia en la estructura de bandas electr´ onicas. Para la funci´ on diel´ ectrica, el m´ etodo de marre fuerte muestra un mejor acuerdo con los datos experimenttales. Para sistemas porosos, esta tendencia se preserva mostrando fuertes efectos del confinamiento cu´ antico. Descriptores: Materiales semiconductores porosos; teor´ ıa de funcionales de la densidad; m´ etodos semi-emp´ ıricos. PACS: 78.55.Mb; 71.15.Mb; 78.20.Ci 1. Introduction The quantum mechanics established in the early twentieth century has allowed a microscopic understanding of the ma- terials, despite the fact that the many-body problem is still unsolved. Nowadays, there are essentially three kinds of the- ories; they are empirical, semi-empirical and ab-initio ones, in which the ab-initio theory is the most desirable since it could lead to the design of new materials. However, nei- ther the electronic correlation nor the extremely high degrees of freedom ( 10 23 ) can be properly addressed with the cur- rent computing capacity. In consequence, the ab-initio theory usually involves a large number of approximations and their effects on the results are not clear. The density functional theory (DFT) is currently the most popular ab-initio method, since it can be applied to relatively large systems and includes some effects of the electronic correlation and exchange. On the other hand, in the semi-empirical theories, one needs ex- perimental data to fix the parameters of the theory in order to predict macroscopic properties of a specific material. These experimentally determined parameters usually contain com- plex many-body correlation effects of the system. In addi- tion, the semi-empirical tight-binding (TB) approach, based on the Wannier functions, has the advantage of being simple and able to address large systems with extended defects, con- trary to the reciprocal space methods that require crystalline symmetries. In the last two decades, the quantum confinement ob- served in nanostructured semiconductors has motivated a great quantity of theoretical and experimental investigations because it has many potential applications in optoelectronics devices. In particular, a uniform layer of porous silicon (PSi) can be obtained from a substrate of crystalline silicon (c-Si) when it is anodized in a solution of hydrofluoric acid with an appropriate current density. This PSi layer consists of a skeleton of c-Si whose typical thickness is of nanometer or- der. Usually, PSi is modeled as a collection of quantum wires in which the quantum confinement effects are emphasized. However, the interconnection between nanowires present in real PSi samples is ignored in this kind of models. Hence, a model that includes these two effects could be based on su- percells where columns of silicon atoms are removed and the dangling bonds saturated by hydrogen atoms [1]. Further- more, this model predicts a growth of the lattice parameters in PSi, in contrast to the quantum wire model in which a de-

Transcript of Ab-initio and tight-binding studies of porous Si and GeAlso, a scissors operator of 0.7 eV for Si...

Page 1: Ab-initio and tight-binding studies of porous Si and GeAlso, a scissors operator of 0.7 eV for Si and 0.2 eV for Ge has been considered since the DFT-LDA systematically underestimates

REVISTA MEXICANA DE FISICA S53 (7) 225–228 DICIEMBRE 2007

Ab-initio and tight-binding studies of porous Si and Ge

M. CruzESIME-Culhuacan, Instituto Politecnico Nacional,

Av. Santa Ana 1000, 04430, D.F., Mexico,e-mail: [email protected]

L. A. PerezInstituto de Fisica, Universidad Nacional Autonoma de Mexico,

Apartado Postal 20-364, 01000, D.F., Mexico,e-mail: [email protected]

C. WangInstituto de Investigaciones en Materiales, Universidad Nacional Autonoma de Mexico,

Apartado Postal 70-360, 04510, D.F., Mexico,e-mail: [email protected]

Recibido el 30 de noviembre de 2006; aceptado el 8 de octubre de 2007

First-principles and semi-empirical methods are employed to calculate electronic and optical properties of porous silicon and porous germa-nium. In order to test the parameters used in this work, the crystalline case has been taken as a starting point, where thesp3s∗ tight-bindingand the density functional theory with the local density approximation approaches show a good agreement in the electronic band structures.For the dielectric function, the tight-binding approach demonstrates a better behavior in comparison with the experimental data. For poroussystems, this tendency is preserved, showing strong quantum confinement effects.

Keywords:Porous semiconductor materials; density functional theory; semi-empirical methods.

Metodos de primeros principios y semiempiricos son empleados para calcular las propiedades electronicas yopticas de silicio y germanioporosos. Con el fin de probar los parametros usados en este trabajo, el caso cristalino se ha tomado como punto de inicio, donde el modelode amarre fuerte con basesp3s∗ y la teorıa del funcional de la densidad dentro de la aproximacion de densidad local muestra una buenaconcordancia en la estructura de bandas electronicas. Para la funcion dielectrica, el metodo de marre fuerte muestra un mejor acuerdo conlos datos experimenttales. Para sistemas porosos, esta tendencia se preserva mostrando fuertes efectos del confinamiento cuantico.

Descriptores: Materiales semiconductores porosos; teorıa de funcionales de la densidad; metodos semi-empıricos.

PACS: 78.55.Mb; 71.15.Mb; 78.20.Ci

1. Introduction

The quantum mechanics established in the early twentiethcentury has allowed a microscopic understanding of the ma-terials, despite the fact that the many-body problem is stillunsolved. Nowadays, there are essentially three kinds of the-ories; they are empirical, semi-empirical and ab-initio ones,in which the ab-initio theory is the most desirable since itcould lead to the design of new materials. However, nei-ther the electronic correlation nor the extremely high degreesof freedom (1023) can be properly addressed with the cur-rent computing capacity. In consequence, the ab-initio theoryusually involves a large number of approximations and theireffects on the results are not clear. The density functionaltheory (DFT) is currently the most popularab-initio method,since it can be applied to relatively large systems and includessome effects of the electronic correlation and exchange. Onthe other hand, in the semi-empirical theories, one needs ex-perimental data to fix the parameters of the theory in order topredict macroscopic properties of a specific material. Theseexperimentally determined parameters usually contain com-plex many-body correlation effects of the system. In addi-tion, the semi-empirical tight-binding (TB) approach, based

on the Wannier functions, has the advantage of being simpleand able to address large systems with extended defects, con-trary to the reciprocal space methods that require crystallinesymmetries.

In the last two decades, the quantum confinement ob-served in nanostructured semiconductors has motivated agreat quantity of theoretical and experimental investigationsbecause it has many potential applications in optoelectronicsdevices. In particular, a uniform layer of porous silicon (PSi)can be obtained from a substrate of crystalline silicon (c-Si)when it is anodized in a solution of hydrofluoric acid withan appropriate current density. This PSi layer consists of askeleton of c-Si whose typical thickness is of nanometer or-der. Usually, PSi is modeled as a collection of quantum wiresin which the quantum confinement effects are emphasized.However, the interconnection between nanowires present inreal PSi samples is ignored in this kind of models. Hence, amodel that includes these two effects could be based on su-percells where columns of silicon atoms are removed and thedangling bonds saturated by hydrogen atoms [1]. Further-more, this model predicts a growth of the lattice parametersin PSi, in contrast to the quantum wire model in which a de-

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226 M. CRUZ, L.A. PEREZ, AND C. WANG

crease of the lattice parameters is observed after a geometryoptimization process [2]. Moreover, X-ray experimental re-sults have shown an increase in the lattice parameter alongthe pore-growing direction [3,4]. On the other hand, littleresearch has been done about porous germanium (PGe) [5]since pores of good quality have not been produced until re-cently [5,6]. The bulk Ge has a larger dielectric constant andsmaller carrier masses compared to the bulk Si. Moreover, inGe, the direct gap (E0 ∼ 0.9 eV) is close to the indirect gap(Eg ∼ 0.76 eV). Then, it is considered that quantum confine-ment effects would appear more pronounced in Ge than in Si,and Ge nanocrystals would exhibit a direct- gap semiconduc-tor nature [7]. Takeoka and coworkers [8] have observed asize dependent photoluminescence (PL) from nanostructuresof indirect-gap in the near-infrared region which is closer tothe band gap of bulk Ge and which seems more compati-ble with the quantum confinement model. In this work, wepresent a comparative study of the DFT and TB approachesto electronic and optical properties of PSi and PGe, by meansof the supercell model.

2. Calculation scheme

The porous semiconductors are modeled by starting from acrystalline supercell of eight atoms, removing columns ofatoms along the [001]-direction, and saturating the danglingbonds with hydrogen atoms. The CASTEP codes [9] devel-

FIGURE 1. Electronic band structure of (a) c-Si and (b) c-Ge ob-tained from DFT-LDA (dots) and TB (lines).

oped in Cambridge University, within the DFT and the localdensity approximation (LDA), are used to perform the ge-ometry optimization of the supercell and the calculations ofthe electronic band structure and the dielectric function. Weare using norm-conserved, nonlocal, Troullier-Martins pseu-dopotentials generated by the Kerker method. The electronicwave functions are expanded in a plane wave basis set withperiodic boundary conditions and a plane wave energy cut-off of 900 eV, due to the presence of hydrogen atoms. TheMonkhorst-Pack method has been used to select the k pointsset, with a 4×4×4 grid. Also, a scissors operator of 0.7 eVfor Si and 0.2 eV for Ge has been considered since the DFT-LDA systematically underestimates the semiconductor bandgap. On the other hand, thesp3s∗ tight-binding Hamilto-nian [10] is used and the interaction parameters between hy-drogen atoms and the semiconductor surface are taken fromAH4 molecular calculations being A=Si [11] or Ge [12]. Theimaginary part of the dielectric function (ε) is calculated from

Im[ε(ω)] =2e2π

Ωε0

×∑

k,v,c

|〈Ψck |e · r |Ψv

k 〉|2δ (Eck − Ev

k − ~ω) (1)

in which the intra- and inter-atomic dipole matrices are con-sidered [13].

FIGURE 2. Electronic band structure of (a) PSi and (b) PGe ob-tained from DFT-LDA (dots) and TB (lines).

Rev. Mex. Fıs. S53 (7) (2007) 225–228

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AB-INITIO AND TIGHT-BINDING STUDIES OF POROUS SI AND GE 227

FIGURE 3. Imaginary part of the dielectric function (ε) vs. photonenergy in (a) c-Si and (b) c-Ge obtained from experiments (opencircles), DFT (solid circles) and TB (lines).

FIGURE 4. Imaginary part of the dielectric function (ε) vs. photonenergy in (a) PSi and (b) PGe obtained from DFT (solid circles)and TB (lines).

3. Results

In order to validate the calculation parameters used in thiswork, we have performed electronic band-structure calcu-lations for crystalline silicon (c-Si) and germanium (c-Ge),as correspondingly shown in Figs. 1a and 1b, where thelines and dots correspond to the TB and DFT results, re-spectively. Notice the good agreement between ab-initio andsemi-empirical results around the band gap.

As first approximation to the porous systems, an eight-atom supercell of silicon (germanium) is considered, wherethe central atom is removed to simulate a pore as discussedin the previous section.

Figures 2a and 2b show the electronic band structure forthe case of one atom pore in eight-atom supercells of sili-con and germanium, respectively. Notice that in this case theDFT-LDA calculations give smaller band gaps for the porousstructures in comparison with those obtained within the tight-binding approach. This difference could be due to the inher-ent smoothening of the hydrogen and silicon (germanium)wavefunctions within DFT, allowing for a greater overlap be-tween them than in the case of the TB approach and then,reducing the quantum confinement effects in the DFT pic-ture.

In Figs. 3a and 3b, the imaginary part ofε is plottedas a function of x-polarized photon energy for c-Si and c-Ge, respectively, where the open circles, solid circles andlines correspondingly represent the experimental, DFT andTB results. It can be observed that in general the TB ap-proach gives a closer agreement with experimental data ofSi [14] and Ge [15], since the parameters used in the semi-empirical theory contain many electronic correlation effectsthat ab-initio calculations cannot easily include.

Figures 4a and 4b respectively show the imaginary partεof porous silicon (PSi) and porous germanium (PGe), calcu-lated by DFT-LDA (circles) and TB (lines). Observe that theDFT calculation leads to a weaker effective quantum confine-ment in comparison with the TB one. It is worth mentioningthat we have found no experimental data in the literature forthe porosity of 12.5% considered in this work.

4. Conclusions

Both DFT and TB approaches can reproduce the main fea-tures of the experimental results, revealing the quantum con-finement effects on the electronic and optical properties.However, theab-initio scheme still requires external infor-mation of the system, such as the scissor operator that sim-ulates many-body interactions. Also, the semi-empirical ap-proach uses parameters obtained from the crystalline case andtheir transferability to porous materials is not clear. Hence,a systematical study in larger supercells with different poremorphologies, porosities and pore distributions must be per-formed in order to compare the available experimental data ofporous semiconductors. This work is currently in progress.

Rev. Mex. Fıs. S53 (7) (2007) 225–228

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228 M. CRUZ, L.A. PEREZ, AND C. WANG

Acknowledgements

This work has been partially supported by SIP-IPN20070455, CONACyT-58938, DGAPA-UNAM projectsIN110305 and IN116605. The computing facilities ofDGSCA-UNAM are fully acknowledged.

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