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Machine Learning for Radial Velocity Analysis. I. Vision Transformers as a Robust Alternative for Detecting Planetary Candidates

  • Authors: Anoop Gavankar, Tanish Mittal, Joe P. Ninan, Shravan Hanasoge

Anoop Gavankar et al 2026 The Astronomical Journal 171 .

  • Provider: AAS Journals

Caption: Figure 2.

(Left) The irradiance profile for a clear day compared with its monthly template from November, showing similar characteristics. (Right) A histogram of the rolling standard deviation for 30,000 randomly selected FITS file windows, displaying a pseudo-Gaussian distribution with a pronounced long tail. The chosen clear-sky day cutoff at 3 W m−2 is marked by the vertical dashed line.

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