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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 5.

This figure shows a Sample 1D-CCCF vector (see Section 3.3) constructed by concatenating 10 CCFs, with activity-sensitive spectral lines as listed in Table 1 stitched together. Activity lines are normalized following the NEID DRP approach (see footnote 7). Each spectrum is represented in this compact form to balance vector size optimization against information loss from averaging.

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