Mathematical Modelling of Island Formation in Strained Solid Films

This research was supported by the Applied Mathematics program of the National Science Foundation under Grant No. DMS-9622930 for the period 6/1/96-5/31/00.  

Summary:

The long term objective of this research is to develop mathematical models to predict and control morphology development in strained solid films, which are of importance in emerging semiconductor device applications.

The research program focuses on the consequences of the stress-driven morphological instability which occurs during film growth.  In particular, the formation of the "island" morphology will be explained in terms of mathematical models for the morphological instability.  The goal of the research is to develop models which can be used to predict and control island morphologies in strained solid films.

The mathematical challenge of the work is to develop solutions for a nonlinear free boundary problem in which the position of the free boundary is coupled to the state of elastic strain in the material.  To date, we have developed successful approaches to finding solutions to this problem based on asymptotic and numerical methods.

Contents:

Shapes and Energetics of Epitaxial Islands

Stresses and Dislocation Energetics in Epitaxial Islands

Asymptotic Derivation of the Glued Wetting Layer Model and Contact Angle Condition for Strained Islands

The Effect of Island Separation on the Shape of Small Strained Islands

The Shape of Small Three-Dimensional Strained Islands

Morphological Instability in Alloy Films


Shapes and Energetics of Epitaxial Islands

(collaboration with J. Tersoff of IBM Research Center)

Mathematics:

We introduced a new approach to modelling the island morphology by employing a "glued wetting layer" model for the wetting layer surrounding the island.  The model results in a free boundary problem for the island shape in which the equation for the free boundary is a piecewise-defined condition.  A numerical method was developed to solve the free boundary elasticity problem for equilibrium island shapes. The elasticity problem was solved numerically using a boundary integral formulation for the complex Goursat elasticity functions.   The island shape was determined by solving the nonlinear, piecewise free boundary elasticity problem using a specially designed iteration-based algorithm.

Significant Findings:

The numerical method enabled the shape and properties of large islands to be determined for the first time.  In our results, we were able to characterize how the shape of the island varies as a function of its volume.  We also demonstrated explicitly the existence of "overhanging" island shapes as an equilibrium morphology.  Finally, we present results suggesting that the island shape tends to a "ball" in the limit of large island volume.

Publications:

B.J. Spencer and J. Tersoff, "Equilibrium shapes and properties of epitaxially-strained islands,"  Physical Review Letters, vol 79, pp 4858-4861 (1997).


Stresses and Dislocation Energetics in Epitaxial Islands

(collaboration with J. Tersoff of IBM Research Center)

Mathematics:

The numerical method developed in Shapes and Energetics of Epitaxial Islands to solve the coupled free boundary elasticity problem for equilibrium island shapes was used to characterize the stresses and first-order dislocation energetics for epitaxially-strained islands.   The stresses inside the island and substrate were calculated using analytic continuation of the complex Goursat elasticity functions from the boundary data obtained from the boundary integral problem.   The first-order dislocation energetics were obtained by integrating the Peach-Kohler force from the stress-free surface.

The figure below shows the distribution of stresses in epitaxial islands of increasing size.  The shape of the island is determined by the numerical solution of a free boundary problem coupled to the elastic deformation in the solid.  Red regions correspond to high levels of stress and have implications for the formation of defects in the film and substrate.

Significant Findings:

These calculations reveal important generic characteristics and quantitative details of the stress state in equilibrium islands, including stress relaxation near the island peak and stress concentration near the island edges.  We also use the stresses to determine the first-order energy of introducing dislocations of different Burgers vectors into Stranski-Krastanow islands.  These results characterize the ``energy wells'' sought by dislocations to relieve the misfit stress, and suggest that misfit dislocations in islands are segregated by location and type.

Publications:

*B.J. Spencer and J. Tersoff, "Dislocation Energetics in Epitaxial Strained Islands," Applied Physics Letters, vol 77, pp 2533-2535 (2000).

*B.J. Spencer and J. Tersoff, "Stresses and first-order dislocation energetics in equilibrium Stranski-Krastanow islands," Physical Review B, vol 63, article 205424 (2001).


Asymptotic Derivation of the Glued Wetting Layer Model and Contact Angle Condition for Strained Islands

Mathematics:

The "island" morphology in strained solid films is stabilized by the influence of the thin wetting layer adjacent the island, yet the detailed structure of the wetting layer depends on atomic-scale phenomena.  In this paper we examine macroscopic transition-layer models for the wetting layer which are based on a smooth transition in material properties across a thin layer approximating film/substrate interface.  Using an asymptotic analysis, we examine solutions to the nonlinear free boundary problem for a class of transition layer models in the limit of small transition layer thickness.  We show that a large class of boundary layer transition models (those with algebraic decay) are equivalent to a generic ``glued wetting layer'' model in the limit of small transition layer thickness.

Significant Findings:

Our results provide an explicit derivation of the zero contact angle condition for strained islands with isotropic properties.   A consequence of our results is the equivalence of island morphologies calculated from boundary layer models in the limit of vanishing boundary layer thickness.  Thus, our analysis validates the use of boundary layer models as a computational tool for calculating island morphologies: if the boundary layer thickness is small relative to the island size, the details of the wetting layer do not affect the macroscopic island shape.

Publications:

B.J. Spencer, "Asymptotic Derivation of the Glued Wetting Layer Model and Contact Angle Condition for Stranski-Krastanow Islands,"  Physical Review B,  vol  59,  pp 2011-2017 (1999).



The Effect of Island Separation on the Shape of Small Strained Islands

Mathematics:

Solutions to the free boundary elasticity problem for a periodic array of island ridges are found using an asymptotic expansion in the island aspect ratio.  The integro-differential equation for the leading-order island shape includes terms accounting for the elastic interaction of an array of islands.  The island width appears in the integro-differential equation as an eigenvalue.  We find solutions to this equation as a rapidly converging Fourier series for the island shape.

Significant Findings:

From our solutions, we describe how the island width varies with island separation.   As the island spacing decreases, elastic interactions between neighboring islands causes the island width to decrease to a limiting value.  The island shape is remarkably unaffected by the island separation, preserving a self-similar shape when scaled by its height and width.  We also find that the island width and chemical potential of small equilibrium islands decrease monotonically with the island spacing, but the variation is small unless the islands are nearly touching.

Publications:

C. D. Rudin and B. J. Spencer, "Equilibrium ridge arrays in strained solid films,"  Journal of Applied Physics, vol 86, pp 5530-5536 (1999).



The Shape of Small Three-Dimensional Strained Islands

Mathematics:

We develop asymptotic solutions to the free boundary elasticity problem for the shape of small axisymmetric strained islands.  Using a small-slope approximation we determine the leading-order solution for the island shape as a solution to an integro-differential equation in which the island width appears as an eigenvalue.  The solution to the eigenvalue problem is developed in terms of a rapidly convergent Bessel series, giving the island width and shape corresponding to the typical Stranksi-Krastanow "bump".  Other eigensolutions correspond to exotic island shapes such as quantum rings and quantum molecules.


The figure above shows the equilibrium solutions for the island shapes corresponding to the first three eigenmodes corresponding to a quantum dot, quantum ring, and quantum molecule.  Below are observations of quantum ring and quantum molecule type morphologies in CdTe/ZnTe (courtesy of H. Luo).

                     


Significant Findings:

We find that the width of an axisymmetric island is almost a factor of two larger than the width of a small two-dimensional ridge.  Our predictions of the island width compare favorably with experimental data in the GeSi/Si system on the width of quantum dot islands.  Also of significant interest is the prediction of quantum ring and quantum molecule type structures as equilibrium solutions to the model.


Publications:

*L.L Shanahan and B.J. Spencer, "A codimension-two free boundary problem for the equilibrium shapes of a small three-dimensional island in an epitaxially-strained solid film,"  Interfaces and Free Boundaries, vol 4, pp 1-25, (2002).



Morphological Instability in Alloy Films

(collaboration with P.W. Voorhees of Northwestern University and J. Tersoff of IBM Research Center)

Mathematics:

We have derived a mathematical model for the growth of strained alloy films.  The resulting model is a nonlinear free boundary problem which is coupled to partial differential equations for the elastic state of the solid.  The basis for the dynamics of the surface is the diffusion of each component along the surface in response to gradients in chemical potentials.  The model enables us to describe the effect of misfit strain, surface energy, compositional stresses generated by composition gradients of different size species, as well as the effect of different surface mobilities for the different components.  From a linear stability analysis of the model we determine the stability of planar alloy film growth with respect to compositional and surface nonuniformities.

Significant Findings:

We find that if the mobilities of the alloy species are the same, then the coupling of compositional stresses and misfit stresses acts to destabilize planar film growth with respect to the effect of misfit stresses alone.  On the other hand, if the mobilities of the components are different, then the coupling between misfit strain, compositional stresses and mobility difference can either stabilize or destabilize planar film growth.  The effect on film stability depends on the sign of the misfit strain, compositional strain and mobility difference.  For sufficiently large mobility difference the linear instability of planar film growth can be completely suppressed.  This stabilization occurs for compressive misfits when one component is large and slow relative to the other; and for tensile misfits when one component is large and fast relative to the other.  A comparison of our theory to the growth of SiGe films indicates that many features of the instability in SiGe can be explained by approximating the surface diffusivity of Ge as being much faster than that of Si.

Publications:

B.J. Spencer, P.W. Voorhees and J. Tersoff, "Stabilization of strained alloy film growth by a difference in atomic mobilities," Applied Physics Letters, vol 76, pp 3022-3024 (2000).

B.J. Spencer, P.W. Voorhees and J. Tersoff,  "Enhanced instability of strained alloy films due to compositional stresses," Physical Review Letters, vol 84, pp 2449-2452 (2000).

*B.J. Spencer, P.W. Voorhees and J. Tersoff, "Morphological instability theory for strained alloy film growth: the effect of compositional stresses and species-dependent surface mobilities on ripple formation during epitaxial film deposition," Physical Review B, vol 64, article 235318 (2001).


* Contains research from grant DMS-9622930 (6/1/96-5/31/00) and grant DMS-0072532 (7/15/00-6/30/04).

Any opinions, findings and conclusions or recomendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation (NSF).

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