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content/applied-math/dynamical-systems/flows-on-the-circle.md

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@@ -9,7 +9,6 @@ $$ \dot{\theta} = f(\theta). $$
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Here, $ \dot{\theta} = \frac{d\theta}{t}$ is the @angular-velocity.
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{% include_demo "firefly-synchronization" %}
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Each firefly has a natural uncoupled frequency, randomly assigned between 0.9hz and 1.1hz, and a random starting phase.

demos/dynamical-systems/firefly-synchronization.ts

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@@ -239,7 +239,7 @@ export const metadata: DemoMetadata = {
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title: 'Firefly Synchronization',
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category: 'Dynamical Systems',
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description: 'Simulation of fireflies that blink and synchronize via distance-weighted coupling',
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instructions: 'Adjust K to see how it affects synchronization. This demo uses the <a href="https://en.wikipedia.org/wiki/Kuramoto_model">Kuramoto model</a> for coupled oscillators.'
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instructions: "Each firefly has a natural frequency between 0.9hz and 1.1hz, and a random starting phase. Higher K means fireflies try to match frequency more. Nearby flies have more influence on each other."
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};
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export default function initFireflySynchronization(

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