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Comment on ‘‘Restricted curvature model with suppression of extremal height’’ Hyunggyu Park School of Physics, Korea Institute for Advanced Study, Seoul 130-722, Korea ~Received 16 March 2003; published 21 November 2003! Recently Jeong and Kim @Phys. Rev. E 66, 051605 ~2002!# investigated the scaling properties of equilibrium self-flattening surfaces subject to a restricted curvature constraint. In one dimension ~1D!, they found numeri- cally that the stationary roughness exponent a 0.561 and the window exponent d 0.423. We present an analytic argument for general self-flattening surfaces in D dimensions, leading to a 5Da 0 /( D1a 0 ) and d 5D/( D1a 0 ), where a 0 is the roughness exponent for equilibrium surfaces without the self-flattening mecha- nism. In case of surfaces subject to a restricted curvature constraint, it is known exactly that a 0 53/2 in 1D, which leads to a 53/5 and d 52/5. Small discrepancies between our analytic values and their numerical values may be attributed to finite size effects. DOI: 10.1103/PhysRevE.68.053601 PACS number~s!: 81.15.Aa, 68.35.Ct, 05.40.2a, 02.50.2r Fluctuation properties of equilibrium surfaces have been studied extensively for the last few decades @1#. Surface roughness is well documented and classified into a few uni- versality classes. The Edwards-Wilkinson ~EW! class is ge- neric and robust for equilibrium surfaces with local surface tension @2#. The EW surfaces can be described by the con- tinuum Langevin-type equation ] h ~ r W , t ! ] t 52n 2 h ~ r W , t ! 1h ~ r W , t ! , ~1! where h ( r W , t ) is the height at site r W and time t, h ( r W , t ) is an uncorrelated Gaussian noise, and n represents the strength of local surface tension. The surface fluctuation width W( L , t ), defined as the stan- dard deviation of the surface height h ( r W , t ) starting from a flat surface of lateral size L, satisfies the dynamic scaling relation W~ L , t ! 5L a f ~ t / L z ! , ~2! where the scaling function f ( x ) const for x @1 and f ( x ) ;x b ( b 5a / z ) for x !1 @1,3#. The EW universality class is characterized by the dy- namic exponent z 52 and the roughness exponent a 5(2 2D )/2 ( D : substrate dimension!. In the absence of local surface tension ( n 50), higher-order local suppression terms like 2 m h ( m 52,3, . . . ) become relevant to determine the scaling properties of surface roughness. In this case, the scal- ing exponents become z 52 m and a 5(2 m 2D )/2. Recently, Kim, Yoon, and Park @4# introduced a global- type suppression ~self-flattening! mechanism which reduces growing ~eroding! probability only at the globally highest ~lowest! point on the surface. They found that this global- type suppression changes the scaling properties of the EW surfaces: z 3/2 and a 51/3 in one dimension ~1D! and z 5/2 and a 50(log) in 2D. The one-dimensional roughness exponent a 51/3 characterizing the stationary surface fluc- tuations could be derived exactly by mapping the surface evolution model onto the static self-attracting random walk model @5,6#. More recently Jeong and Kim ~JK!@7# investigated the effect of the self-flattening mechanism on the so-called re- stricted curvature ~RC! model @8#. The RC model is known to have no local surface tension term ( n 50) and its domi- nant suppression term is of the fourth order ( 4 h ). Accord- ingly, the ordinary RC model has the scaling exponents z 54 and a 5(4 2D )/2. Using Monte Carlo simulations, JK found for the one-dimensional self-flattening RC model that z 51.69~ 5 ! , a 50.561~ 5 ! , and b 50.332~ 5 ! . ~3! Again, the self-flattening mechanism changes the scaling properties of the RC surfaces. JK also studied the height-height correlation function G ( r ), defined as the average of the square of height differ- ences at two sites separated by a distance r. They found an extra length scale j ~window size! where the correlation function starts to saturate. The correlation function in the steady state satisfies the scaling relation G~ r ! 5L 2 a g ~ r / j ! with j ;L d , ~4! where the scaling function g ( x ) const for x @1 and f ( x ) ;x 2 a8 2k ( a 8 5a / d ) for x !1. This type of a crossover scal- ing, due to the existence of a smaller length scale ( d ,1) compared to the system size, has been previously identified in the so-called even-visiting random walk ~EVRW! models ~see Eq. ~29! in Ref. @9#!. In fact, the EVRW model is inti- mately related to the EW-type surface model with the self- flattening mechanism @4#. JK’s numerical estimates for the exponents are d 0.423, k 0.868, and a 8 5a / d 1.33. ~5! In this Comment, we present an analytic argument that pre- dicts the values of the scaling exponents a and d associated with the stationary properties of surface fluctuations. We consider a general equilibrium surface growth model, the stationary roughness exponent of which is known exactly as a 0 . The partition function for equilibrium self-flattening sur- faces of lateral size L can be written as @4# PHYSICAL REVIEW E 68, 053601 ~2003! 1063-651X/2003/68~5!/053601~3!/$20.00 ©2003 The American Physical Society 68 053601-1

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Page 1: Comment on “Restricted curvature model with suppression of extremal height”

PHYSICAL REVIEW E 68, 053601 ~2003!

Comment on ‘‘Restricted curvature model with suppression of extremal height’’

Hyunggyu ParkSchool of Physics, Korea Institute for Advanced Study, Seoul 130-722, Korea

~Received 16 March 2003; published 21 November 2003!

Recently Jeong and Kim@Phys. Rev. E66, 051605~2002!# investigated the scaling properties of equilibriumself-flattening surfaces subject to a restricted curvature constraint. In one dimension~1D!, they found numeri-cally that the stationary roughness exponenta'0.561 and the window exponentd'0.423. We present ananalytic argument for general self-flattening surfaces inD dimensions, leading toa5Da0 /(D1a0) and d5D/(D1a0), wherea0 is the roughness exponent for equilibrium surfaces without the self-flattening mecha-nism. In case of surfaces subject to a restricted curvature constraint, it is known exactly thata053/2 in 1D,which leads toa53/5 andd52/5. Small discrepancies between our analytic values and their numerical valuesmay be attributed to finite size effects.

DOI: 10.1103/PhysRevE.68.053601 PACS number~s!: 81.15.Aa, 68.35.Ct, 05.40.2a, 02.50.2r

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Fluctuation properties of equilibrium surfaces have bestudied extensively for the last few decades@1#. Surfaceroughness is well documented and classified into a fewversality classes. The Edwards-Wilkinson~EW! class is ge-neric and robust for equilibrium surfaces with local surfatension@2#. The EW surfaces can be described by the ctinuum Langevin-type equation

]h~rW,t !

]t52n¹2h~rW,t !1h~rW,t !, ~1!

whereh(rW,t) is the height at siterW and timet, h(rW,t) is anuncorrelated Gaussian noise, andn represents the strength olocal surface tension.

The surface fluctuation widthW(L,t), defined as the standard deviation of the surface heighth(rW,t) starting from aflat surface of lateral sizeL, satisfies the dynamic scalinrelation

W~L,t !5La f ~ t/Lz!, ~2!

where the scaling functionf (x)→const forx@1 and f (x);xb (b5a/z) for x!1 @1,3#.

The EW universality class is characterized by the dnamic exponentz52 and the roughness exponenta5(22D)/2 (D: substrate dimension!. In the absence of locasurface tension (n50), higher-order local suppression termlike ¹2mh (m52,3, . . . ) become relevant to determine thscaling properties of surface roughness. In this case, theing exponents becomez52m anda5(2m2D)/2.

Recently, Kim, Yoon, and Park@4# introduced a global-type suppression~self-flattening! mechanism which reducegrowing ~eroding! probability only at the globally highes~lowest! point on the surface. They found that this globatype suppression changes the scaling properties of thesurfaces:z'3/2 anda51/3 in one dimension~1D! and z'5/2 anda50(log) in 2D. The one-dimensional roughneexponenta51/3 characterizing the stationary surface flutuations could be derived exactly by mapping the surfevolution model onto the static self-attracting random wmodel @5,6#.

1063-651X/2003/68~5!/053601~3!/$20.00 68 0536

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More recently Jeong and Kim~JK! @7# investigated theeffect of the self-flattening mechanism on the so-calledstricted curvature~RC! model @8#. The RC model is knownto have no local surface tension term (n50) and its domi-nant suppression term is of the fourth order (¹4h). Accord-ingly, the ordinary RC model has the scaling exponentz54 anda5(42D)/2. Using Monte Carlo simulations, JKfound for the one-dimensional self-flattening RC model th

z51.69~5!, a50.561~5!, and b50.332~5!. ~3!

Again, the self-flattening mechanism changes the scaproperties of the RC surfaces.

JK also studied the height-height correlation functiG(r ), defined as the average of the square of height difences at two sites separated by a distancer. They found anextra length scalej ~window size! where the correlationfunction starts to saturate. The correlation function in tsteady state satisfies the scaling relation

G~r !5L2ag~r /j! with j;Ld, ~4!

where the scaling functiong(x)→const forx@1 and f (x);x2a82k (a85a/d) for x!1. This type of a crossover scaing, due to the existence of a smaller length scale (d,1)compared to the system size, has been previously identin the so-called even-visiting random walk~EVRW! models~see Eq.~29! in Ref. @9#!. In fact, the EVRW model is inti-mately related to the EW-type surface model with the seflattening mechanism@4#. JK’s numerical estimates for thexponents are

d'0.423, k'0.868, and a85a/d'1.33. ~5!

In this Comment, we present an analytic argument that pdicts the values of the scaling exponentsa andd associatedwith the stationary properties of surface fluctuations. Wconsider a general equilibrium surface growth model,stationary roughness exponent of which is known exactlya0. The partition function for equilibrium self-flattening sufaces of lateral sizeL can be written as@4#

©2003 The American Physical Society01-1

Page 2: Comment on “Restricted curvature model with suppression of extremal height”

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COMMENTS PHYSICAL REVIEW E 68, 053601 ~2003!

ZL~K !5(Ce2KH(C), ~6!

where the summation is over all possible height configutions C subject to a given constraint,K is a temperaturelikeparameter, andH(C) is the height excursion width~the glo-bally maximum height minus the globally minimum heigh!for a given configurationC. Global suppression for selfflattening dynamics is simply the metropolis-type evolutialgorithm with this partition function to reach the equilibrium @4#. For the EW surfaces, one can take the surfheight configurations subject to the restricted solid-on-soconstraint, where the step heights are allowed to take fivalues. In the case of the RC surfaces, the local curva¹2h is restricted to be finite.

One can decompose the configurational space into sewith a constant excursion widthH. Then, the partition func-tion can be rewritten as

ZL~K !5E0

`

dHvL~H !e2KH, ~7!

where vL(H)dH is the number of configurations with thheight excursion width betweenH and H1dH. One candefine VL(H) as the number of configurations with thheight excursion width less thanH as

VL~H !5E0

H

dH8v~H8!, ~8!

and it is clear thatVL(`)5ZL(K50).We estimateVL(H) as follows. Consider a flat surfac

between two walls separated by a distanceH and parallel tothe surface. The surface starts to fluctuate, following itsdinary evolution dynamics. Whenever the surface hits eitof the two walls, the number of possible configurationsside the walls reduces by a constant factor, compared tono-wall case (H5`). This entropic reduction can broughly translated as

VL~H !'VL~`!exp@2aNc#, ~9!

whereNc is the typical number of contacts between the waand the surface in the stationary state anda is a positiveconstant ofO(1). In this estimate, the entropic reduction duto each contact is assumed to be uncorrelated. Typicthere will beO(1) contacts over a block of lateral size,,within which the stationary surface widthW0(,);,a0 is ofthe same order of magnitude as the wall distanceH, i.e.,

Nc;~L/, !D;LD/HD/a0. ~10!

With the above estimates, the partition function for nonzK becomes

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ZL~K !5ZL~0!E0

`

dHS ]

]He2aLD/HD/a0De2KH,

5ZL~0!KE0

`

dHe2KH2aLD/HD/a0. ~11!

This integral can be evaluated by the saddle point methothe limit of largeL. The maximum contribution comes from

H* ;S LD

K D a0 /(D1a0)

. ~12!

The stationary surface fluctuation width should be proptional to this typical height excursion width, so we predthat

W;K2a0 /(D1a0)La, ~13!

with a5Da0 /(D1a0).The length scale, arising naturally in our argumen

should be proportional to the window sizej in the correla-tion function. Inside this length scale, the surface doesfeel the global self-flattening suppression. As our lengscale, is explicitly related to the wall distance in Eq.~10!,we can also predict that

,* ;j;Ld, ~14!

with d5D/(D1a0).In summary, for the general self-flattening equilibriu

surfaces, we predict that

a5Da0

D1a0,d5

D

D1a0, and a85

a

d5a0 , ~15!

wherea0 is the stationary roughness exponent for the eqlibrium surfaces without the self-flattening mechanism.

For the EW surfacesa051/2 in 1D, which lead toa51/3 andd52/3. These results agree with those by the otanalytic ~healing time! arguments@9,10# and those by thenumerical simulations@11#. For the RC surfacesa053/2 in1D, which lead toa53/5 andd52/5. The short range behavior governing the value ofk should be identical to theordinary RC model, so we also expect thatk51. These re-sults have small discrepancies from the JK’s numericalsults in Eqs.~3! and~5!. We believe that this may be due trather small sizes used in their numerical simulations. TRC surfaces havea05(42D)/2 in D dimensions, soa5D(42D)/(41D) andd52D/(41D). It may be interest-ing to check these predictions for the RC self-flattening sfaces inD52 and 3.

At the upper critical dimensions (D52 for the EW andD54 for the RC surfaces!, the surface roughness becomlogarithmic (a050) and the self-flattening mechanism induces only corrections to scaling in the surface fluctuatioThe dominant correction seems to be independent of syssize L @4#, but its functional dependence onK is not fully

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Page 3: Comment on “Restricted curvature model with suppression of extremal height”

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COMMENTS PHYSICAL REVIEW E 68, 053601 ~2003!

explored. In higher dimensions, the EW (D.2) and the RC(D.4) surfaces are asymptotically flat (a0,0). The self-flattening mechanism induces power-law-type correctionscaling as given in Eq.~15!.

We could not present any analytic explanation for thenamic exponentsz andb. This may be due to the lack ofcontinuum-type equation to govern the self-flattening mec

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nism. It would be very interesting to find such an equatiwhich contains a global coupling term in space.

We thank J.M. Kim and H.-C. Jeong for bringing thework @7# to our attention. This work was supported by GraNo. 2000-2-11200-002-3 from the Basic Research Progof KOSEF.

pl.

v.

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@3# F. Family and T. Vicsek, J. Phys. A18, L75 ~1985!.@4# Y. Kim, S.Y. Yoon, and H. Park, Phys. Rev. E66, R040602

~2002!.@5# B.D. Hughes, Random Walks and Random Environme

~Clarendon, Oxford, 1995!; H.E. Stanley, K. Kang, S. Redne

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and R.L. Blumberg, Phys. Rev. Lett.51, 1223~1983!; 54, 1209~1985!.

@6# M.D. Donsker and S.R.S. Varadhan, Commun. Pure ApMath. 32, 721 ~1979!.

@7# H.-C. Jeong and J.M. Kim, Phys. Rev. E66, 051605~2002!.@8# J.M. Kim and S. Das Sarma, Phys. Rev. E48, 2599~1993!.@9# J.D. Noh, H. Park, D. Kim, and M. den Nijs, Phys. Rev. E64,

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