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Balancing Variety and Sample Size: Optimal Parameter Sampling for Ariel Target Selection

  • Authors: Emilie Panek, Alexander Roman, Katia Matcheva, Konstantin T. Matchev, Nicolas B. Cowan

Emilie Panek et al 2026 The Planetary Science Journal 7 .

  • Provider: AAS Journals

Caption: Figure 2.

Partitioning of the parameter space for the regular-classes, quantile-classes, and K-means clustering methods. The bins are shown for the 1D (top row) and 2D (bottom row) cases. The 3D case with 27 bins is too cluttered to be added in this figure. The number of planets in each bin resulting from these three methods is given in Figure 3.

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