and
N B−B
inrease quadrati). InFig. 4.6,C
asafuntion oftemperaturefor dierent simulation time is shown. For very low temperatures, no lusteringoursevenforlong-timeruns. Inintermediatetemperature,smallsizelusters
form and grow in time slowly, whereas in high temperature regime an strong
lustering is observed. The diusivity of partiles is inreased by inreasing
thetemperatureand inthe xed simulationduration, the partileshave more
hane to meet eah other and sine their binding energy is rather high, as
they attah,it isvery unlikely todetah again.
Metalli lusters on pre-sputtered templates
Thesame simulations arenow performed usinga sinusoidallymodulated
sub-strate template. Examples of distribution of partiles at dierent run times
Figure4.6: Clusteringevolutionofpartilesonaattemplateasafuntionoftemperature.
Dierent olors orrespond to dierent simulation times. By inreasing the temperature,
partiles make largerlusters. In all asesthe size of lusters tends to inrease, although
theinreasein lowtemperatureisveryslight. Forthedenition of
c
seethemain text.Figure4.7: Clusteringofpartilesonasinusoidaltemplatedependingontemperatureand
time. Byinreasingthetemperature,partilesmakelargerlusters. Inallasesthesize of
lusters tends to inrease, although the inreasein low temperatureis veryslight. Large
lustersformed in high temperature, loatedmainly in the valleys and plateaus, although
thereisaprefereneforvalleysin omparetotheplateaus.
(i) Partiles aumulate in 1-d arrays (nano-wires) parallel to the
align-ment of templateripples;
(ii) The width of nano-wires reahes a maximum size proportional to the
wavelengthof templateripples at enoughtime sales
(iii)Nanowires have the tendeny to formatvalleysof templates, the next
preferredloationsare the hilltop ridges.
Allthreefeatureshavebeenfoundinexperiments(AgonSi)byOateset al. (2007).
4.3 Erosion-Diusion interplay
In this setion we fous onthe study of morphologies emerging in KMC
sim-4.3.1 Dependene of patterns on diusion in the erosive
regime
Diusion is often onsidered as an unspei smoothing mehanism in the
erosive regime of IBS experiments on amorphous surfaes. In the ontinuum
theory,it issubsumed asa singleterm
∼ − B ∇ 4 h
. Inthis subsetion we showthatontrarytothisommonbeliefdierentdiusionmehanisms,whih
would allend up ina
− B ∇ 4 h
term in the ontinuum limitdo have profoundeets on the morphology, espeiallyin the limitof long times, i.e. high
u-enes. Figs.4.8and4.9omparethetimeevolutionofsputteredsurfaesunder
identialonditions oferosionbut with dierent diusionmodels. Fig.4.8
de-pits the evolution of surfae morphologywith a Hamiltoniandiusion model
(
n = 2
,T = 0.2J
) and Fig. 4.9 shows orresponding results for a net-bond-breaking model. The short-time behavior of both models is very similar, aninitialroughening is followed by the formationof ripples. The dierenes
be-tween the twomodels arise after
∼ 10
ions/atom of sputtering. At that time, ripples produed in the ase of the net-bond-breaking model saturate inam-plitude and align more regularly, and the number of defets redues as time
proeeds,whereas the ripplesproduedby the Hamiltonianmodelstarttoget
blurredand shortenin length.
InFig.4.10weomparethemorphologiesofthefourmaintypesofdiusion
modelswehaveintrodued(Wolf-Villain,Hamiltonian,bond-brakingand
net-bond-braking) at very long times.
The irreversible Wolf-villain model(similar to a
T = 0
surfae relaxation) produes an extremely ordered stable pattern of straight ripples (even att ∼ 10 4
ions/atom), whereas the patterns of the Hamiltonian and bond-breaking models loose long-ranged ripple order after a few hundred erodedmonolayers. But note that the net-bond-breaking model shows a defet-free
ripple pattern after 400 ions/atom. Although the overall diusivity of the
net-bond-breaking is approximately equal to that of the bond-breaking and
the Hamiltonianmodels, net-bond-breaking implies omparable diusivity of
adatomsand vaanies(unlikethebond-breakingmodel)andismoresensitive
to the energetis of bonds than to surfae morphology, whih dominates the
Figure4.8: SurfaeproleorrespondingtoHamiltonianmodelofdiusionwith
n = 2
andsubstratetemperature
T = 0.2Jk B −1
and defaultvaluesof thebeamparameters(θ = 50 ◦
).Startingfromtoptobottomandlefttoright,
t = 0.5
,1.5,4.0,9.0,14.0and22.0ions/atom.Theion-beamdiretion isindiated by thebar. Lateralsizeof thesystem
L = 256
. Afterinitialformationofripples,theystabilize andthen startto getblurred.
Figure 4.9: SurfaeproleorrespondingtoArrhenius(net-bond-breaking)modelof
dif-fusionwith substrate temperature
T = 600
K, anddefault valuesof thebeamparameters(
θ = 50 ◦
). Starting from top to bottom and left to right,t = 0.5
, 1.5, 4.0, 8.0, 12.0and18.0ions/atom. Theion-beamdiretion isindiatedbythebar. Lateralsize ofthesystem
L = 256
. Ripplesform after∼ 3
ions/atomandgrowin lateralsize andgetmoreorderedwithtime. Theripplesamplitudesaturates forlongertimes.
Figure 4.10: Long time morphologies emerge from dierent diusion models (a)
Wolf-Villainfor
t ≈ 10 4
ions/atom,extremelyorderedpatternswithtiltedorientationin respet to the ion-beam orientation, (b) Hamiltonian withn = 2
, fort = 300
ions/atom,ratio-nal ordered ripples whih blur in time gradually, () Arrheniusbond-breaking for
t = 20
ions/atom, rather short stable ripples with weak ordering and (d) Arrhenius
net-bond-breakingfor
t = 400
ions/atom,veryorderedrippleswhitannihilationofdefetsbytime.Figure4.11: Morphologies(
L = 64
)emergingfromdierentdiusiononditionsforθ = 0 ◦
at
t = 10
ions/atom. (a) nodiusion, (b) Arrheniusbond-breaking diusion with default parameters,() Arrheniusnet-bond-breakingdiusionwithdefaultparametersand(d)Ar-rheniusnet-bondbreakingdiusionwiththeenhanedattemptrate(seethemain text).
4.3.2 Crossover from erosive regime to diusive regime
We now turn to a disussion of the aessibility of the rossover between the
erosiveandthe diusiveregimeinKMC simulations. Toestimatetheonset of
therossover weadoptanargumentfromVillainand Pimpinelli(1994)about
adatom island formation and stability in MBE, i.e. we simply assume that
erosionduringIBS isequivalenttoadepositionofvaanies ata
harateris-tirate
F
, whihis the ionuxtimesthe sputtering yield. The typiallengthsale of surfae strutures emerging from diusion and deposition is given by
Villainand Pimpinelli(1994)