KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103...

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KPZ scaling exponents in higher dimensions

Transcript of KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103...

Page 1: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

KPZ scaling exponentsin higher dimensions

Page 2: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

KPZ scaling exponents in dimensions d = 2,3,4,5

Odor et al., Phys. Rev. E 81 (2010) 031112

0 0.1 0.2 0.3 0.41/L

2

1.5

1.6

1.7

1.8

1.9

2

z eff

0.00 0.02 0.04 0.06 0.08 0.101/L

0.18

0.2

0.22

0.24

0.26

0.28

0.3

0.32

0.34

0.36

0.38

0.4

0.42α ef

f

Page 3: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

KPZ roughness exponent in dimension d = 2

Kelling and Odor, Phys. Rev. E 84 (2011) 061150

0 0.005 0.011/L

0.38

0.385

0.39

0.395

0.4α ef

f 102

103

104

L

1

10

W(in

f.)

Page 4: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

Growth models

Page 5: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

Proceedings of the 4th Berkeley Symposium on Mathematical Statistics and ProbabilityVolume 4: Contributions to Biology and Problems of Medicine

Berkeley: University of California Press, 1961

Page 6: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

Simulation of clusters up to 215= 32768 cells

M. Eden, 1961

”It is to be seen that the colony is essentially circular in outline. Needlessto say, there are a number of properties of each growing colony as wellas properties of the ensemble that may be worth examining, for example,moments, the eccentricity of the configurations, the roughness of the edge.”

Page 7: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

Cluster shape and edge roughness

P. Meakin (1989)

Page 8: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

Off-lattice Eden model

K.A. Takeuchi, JSTAT (2012) P05007

-1000 -500 0 500 1000

-1000

-500

0

500

1000φ

(a) (b)

Page 9: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

Ballistic deposition on a line

P. Meakin, 1988

Page 10: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

Cluster growth by ballistic deposition

P. Meakin, 1988

Page 11: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

Cluster growth by ballistic deposition

P. Meakin, 1988

Page 12: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

Cluster growth by ballistic deposition

P. Meakin, 1988

Page 13: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

Cluster growth by off-lattice ballistic deposition

P. Meakin, 1988

Page 14: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

Cluster growth by off-lattice ballistic deposition

P. Meakin, 1988

Page 15: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

Cluster growth by three-dimensional ballistic deposition

P. Meakin, 1988

Page 16: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

KPZ asymptotics for one-dimensional ballistic deposition

B. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103

Page 17: KPZ scaling exponents in higher dimensionsB. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103 KPZ asymptotics for one-dimensional ballistic deposition B. Farnudi, D.D. Vvedensky,

KPZ asymptotics for one-dimensional ballistic deposition

B. Farnudi, D.D. Vvedensky, Phys. Rev. E 83 (2011) 020103