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Introduction to fractal conceps
A very common deposition model: snow particles falling on a slanted glass window
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Rough to the microscope”
“Smooth to the eye, Rough to the microscope” Different systems/objects look very similar at different length scales (surface roughness) Roughness seems correlated to the observation lengthscale (zoom-in, zoom-out)
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Scaling Concepts Roughness increases with increasing zoom
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Fractals are mathematical objects defined by iteration Rescaled replica of a same element Complexity is generated in a deterministic way
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Ballistic deposition Surface: set of particles at the top of each column at a given time t Different grey intensity shows the arrival time of the particles ( different time intervals) Roughness increases in time
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Ballistic deposition: different plots
(logarithmic scale) (logarithmic scale)
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Ballistic depositions at different L
after rescaling
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Self-affinity and surface roughness
Deterministic self-affine fractal Statistical self-affine fractal DNA “walk” (i.e., sequence of “bases”): Pyrimidines C,T : -1 (cytosine, thymine) Purines A,G : +1 (adenine, guanine)
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Random walk and roughness
Random walk continuously zoomed in, non-uniformly: zoom is quadratically faster in t (horizontally) than in x (vertically), because s(x)2t Is there any parameter to “quantify the roughness” of random walk, and the way it rescales under asymmetric transformations?
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sx|t2-t1|a Random walk: roughness exponent =1/2 s(x)2t1-t2 i.e.
Brownian motion: roughness exponent as a variable sx|t2-t1|a
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Random deposition
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Correlations: in Ballistic Deposition
the lateral growth is due to “correlations” among the surface sites, which is a consequence of surface potentials
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Random Deposition with
Surface Relaxation
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RD+SR: Surface tension
Smoothing
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RD+SR: Surface tension
Wetting Dewetting Adhesion Forces> Cohesive Forces Adhesion Forces< Cohesive Forces Spreading of the liquid on the surface of the solid. The liquid pulls itself together into the shape of a droplet. Contact Angle q : 0 < q < p/2 Contact Angle q : p/2 <q < p
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(Ballistic deposition)
KPZ: lateral growth (Ballistic deposition) Non-linear term non-conservation of the number of particles
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diffusion + desorption
Linear theory of MBE Linear theory of MBE diffusion + desorption Chemical potential for diffusion and local surface curvature: Number of bonds (nearest neighbors) Negative curvature
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[EW] and [KPZ] equations relevant to desorption and diffusion
Linear theory of MBE [EW] and [KPZ] equations relevant to desorption and diffusion
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