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#diffusion models Open access

Tricking Turing: How to Build a Geometric Checkerboard on Living Tissue

Sep 2026 · Zenodo (CERN European Organization for Nuclear Research)
Nonlinear Dynamics and Pattern Formation

Abstract

The snake’s head fritillary (Fritillaria meleagris) displays one of the rarest pigmentation motifs in the plant kingdom: a high-contrast checkerboard of alternating purple and white domains on its flowers. Standard reaction–diffusion theory does not generically produce this pattern: while Turing instabilities in isotropic media select a length scale, they impose no preferred orientation or strict alternation between neighbors. We show that a minimal set of three sequential physical mechanisms — a simulated Gray–Scott-type reaction–diffusion prepattern guided by vascular veins, anisotropic diffusion confined to interveinalcorridors, and a threshold-switch Hill-type pigmentation response, each already documented separately in living systems — is sufficient to produce a square, alternating motif. We quantify agreement with biological measurements using a dedicated shape metric, the Square Index (SI [%]), capturing how closely a pigment domain approaches a perfect square. The full model raises SI from the classical Turing-spot value (≈ 76%) to ≈ 83%, closing roughly a third of the remaining gap to an ideal square lattice (100%); we instead account for the pattern’s strict two-dimensional alternation structurally, via vein-imposed staggering. These results show how tissue geometry and transport anisotropy can steer diffusion-driven instabilities into a non-canonical spatial pattern.

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