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Overview

In 1952, Alan Turing published a paper, "The Chemical Basis of Morphogenesis," which mathematically demonstrated the main phenomena of morphogenesis. In the paper he introduced a concept of morphogens, which is a system of chemical substances reacting together and diffusing through a tissue, and demonstrated the morphogenesis phenomena with series of equations that morphogens obay for its interaction. Due to an instability of the homogeneous equilibrium, a reaction-diffusion system can produce a pattern or structure. This section will get into the emergent phenomenon in patterns.

Gray Scott Model of Reaction Diffusion

Gray Scott model describes the variation of u and v, which represent the concentration of chemical U and V respectively. U and V react according the following equation:

This model can be seen as a simulation of the behavior of diffusive living things reproducing under conditions of limited food. Different patterns emerge for slight changes in feeding and death rates.

[source code]

self-replicating spots (f=0.022, k=0.05)

This pattern can be seen in Hawaiian Whitespotted Toby.


Figure 1: Hawaiian Whitespotted Toby (retrieved from MAUI OCEAN CENTER)

stable spots (f=0.035, k=0.065)

This pattern can be seen in Puffer Fish.


Figure 2: Puffer Fish (retrieved from FSN)

unstable spots (f=0.012, k=0.05)

This pattern can be seen in Spotted Eagle Ray.


Figure 3: Spotted Eagle Ray (retrieved from Animal Spot)

Labyrinthine pattern (f=0.04, k=0.06)

This pattern can be seen in Brain Coral.


Figure 4: Brain Coral (retrieved from OCEANA)

Worm-like pattern (f=0.042, k=0.064)

This pattern can be seen in Burrfish.


Figure 5: Burrfish (retrieved from South Carolina Aquarium)

Tiled FK Map

The following pattern represents the distribution of f and k parameters over x-y axes. We can exploit this map to re-create mona lisa with the Gray Scott model.