HomeSpace & AstronomyDark Flow 2D: Recovering a Coherent Bulk Motion from Noisy Cluster Velocities

Dark Flow 2D: Recovering a Coherent Bulk Motion from Noisy Cluster Velocities

Interactive 2D 'dark flow' estimator: scatter galaxy clusters through a rotatable projected sky, inject a shared coherent peculiar-velocity vector plus independent per-cluster noise, and watch the vector-averaging estimator, its 1/sqrt(N) convergence curve, and its noise histogram recover the hidden bulk-flow direction and speed.

Space & Astronomy2DAdvanced60 FPS📱 Mobile-adapted⇄ 3D version
2d-space-anomaly ↗ Open standalone

Some surveys of distant galaxy clusters report a small coherent drift on top of the ordinary Hubble expansion — a "dark flow" that does not average away across the sky the way random peculiar velocities should. This simulator scatters a configurable number of galaxy clusters through a projected 3D volume, gives each one an outward Hubble-flow velocity plus a peculiar-velocity component built from a shared coherent vector and independent per-cluster noise, and then runs the same vector-averaging estimator real surveys use to try to recover that coherent vector from the noisy individual measurements. A convergence panel plots the running estimate against the number of clusters averaged so the 1/√N noise suppression is visible directly, and a histogram shows the live spread of one velocity component across the sampled field. Tune the injected flow speed, the noise dispersion, and the sample size, and drag the sky view to inspect the field from any angle.

⚙ Under the hood

Scatter galaxy clusters through a rotatable projected sky, inject a coherent 'dark flow' peculiar-velocity vector plus random per-cluster noise, and watch a vector-averaging estimator, a live convergence curve, and a velocity histogram recover its speed and direction from the noisy individual cluster velocities.

astrophysicscosmologydark flowgalaxy clusterspeculiar velocityvector averaging

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install

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