Beyond diffusion: Patterns 18.354 - L5 dunkel@mit.edu
2D diffusion equation
Plankton ESA cost of Ireland
Animals
Shells
Compare: vibrated granular media
Compare: vibrated granular media
Slime mold aggregation of a starving slime mold (credit: Florian Siegert)
Belousov-Zhabotinsky reaction http://www.youtube.com/watch? feature=player_detailpage&v=bh6brt4xjcw Mix of potassium bromate, cerium(iv) sulfate, malonic acid and citric acid in dilute sulfuric acid the ratio of concentration of the cerium(iv) and cerium(iii) ions oscillated This is due to the cerium(iv) ions being reduced by malonic acid to cerium(iii) ions, which are then oxidized back to cerium(iv) ions by bromate(v) ions
eferred handedness [40, 48, 49, 50]. For trajectory of a swimming cell can arxiv:exhibit 1208.4464a pr nd Caulobacter [48] have been observed 2d Swift-Hohenberg example,model the bacteria Escherichia coli [40] an broken vita tensor, i = / xi for i = 1, 2, and we use ij denotes the Cartesian components of the Levi-Civ reflection-symmetry a summation convention for equal indices throughout. Sea urchin sperm cells near surface (high concentration) b=0 Riedel et al (2007) Science 24, 14. Monday, (a) February Stationary hexagonal lattice of the pseudo-figure 2. Effect of symmetry breaking
arxiv: 1208.4464 Symmetry breaking near boundaries
Broken reflection-symmetry at surfaces Sea urchin sperm Gibbons (1980) JCB in bulk (dilute) near surface (dilute) similar for bacteria (E. coli): Di Luzio et al (2005) Nature
2d Swift-Hohenberg model arxiv: 1208.4464 reflection-symmetry t = U ( )+ 0 2 2( 2 ) 2 b =0 a>0 U( ) = a 2 2 + b 3 3 + c 4 4 (t, x) = v a<0
arxiv: 1208.4464 2d Swift-Hohenberg model tropic fourth-order model for a non-conserved scalar or reflection-symmetry r (t, x), given by 2 b(1)= 0, 2 2 2 t = U ( ) + 0 2 ( ) 2 he time derivative, and = 2 is the d-dimensional ved from a Landau-potental U ( ) 0 a 2 b 3 c 4 U ( ) = + +, 2 3 4 (2) e rhs. of Equation (1) can also be obtained by variational ed energy functional. In the context of active suspensions, x) =fluctuations, v tify local (t, energy local alignment, phase will assume throughout that the system is confined to d of volume (3) Figure 1. Numerical illustration of structural transitions in the order-pa
2d Swift-Hohenberg model arxiv: 1208.4464 broken reflection-symmetry t = U ( )+ 0 2 2( 2 ) 2 b =0 a>0 U( ) = a 2 2 + b 3 3 + c 4 4 (t, x) = v a<0 b<0 1 0 1
trajectory of a swimming cell can arxiv:exhibit 1208.4464a pre 2d Swift-Hohenberg example,model the bacteria Escherichia coli [40] an broken tropic fourth-order model for a non-conserved scalar or ij denotes the Cartesian components of the Levi-Civ reflection-symmetry r (t, x), given by a summation convention for equal indices throughout. 2 b(1)=, 2 2 2 0 2 t = U ( ) + 0 2 ( ) he time derivative, and = 2 is the d-dimensional ved from a Landau-potental U ( ) a 2 b 3 c 4 U ( ) = + +, 2 3 4 0 (2) e rhs. of Equation (1) can also be obtained by variational ed energy functional. In the context of active suspensions, x) =fluctuations, v tify local (t, energy local alignment, phase will assume throughout that the system is confined to d of volume (3) Figure 2. Effect of symmetry breaking.
eferred handedness [40, 48, 49, 50]. For trajectory of a swimming cell can arxiv:exhibit 1208.4464a pr nd Caulobacter [48] have been observed 2d Swift-Hohenberg example,model the bacteria Escherichia coli [40] an broken vita tensor, i = / xi for i = 1, 2, and we use ij denotes the Cartesian components of the Levi-Civ reflection-symmetry a summation convention for equal indices throughout. Sea urchin sperm cells near surface (high concentration) b=0 Riedel et al (2007) Science 24, 14. Monday, (a) February Stationary hexagonal lattice of the pseudo-figure 2. Effect of symmetry breaking
Turing model A. M. Turing. The chemical basis of morphogenesis. Phil. Trans. Royal Soc. London. B 327, 37 72 (1952)
Turing model
Turing pattern Kondo S, & Miura T (2010). Reaction-diffusion model as a framework for understanding biological pattern formation. Science, 329 (5999), 1616-20
The matching of zebrafish stripe formation and a Turing model Kondo S, & Miura T (2010). Reaction-diffusion model as a framework for understanding biological pattern formation. Science, 329 (5999), 1616-20