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A Machine Learning Approach to Exoplanet Atmospheric Retrieval: Application to Optical Filter Ranking

  • Authors: Patcharawee Munsaket, Supachai Awiphan, Poemwai Chainakun, Eamonn Kerins, Napaporn A-thano

Patcharawee Munsaket et al 2026 The Astronomical Journal 172 .

  • Provider: AAS Journals

Caption: Figure 10.

The mean R2 values for Tp, XTiO, and XVO, averaged over all 5 second stage models (covering the full range of planetary-radius bins in our investigation). Filters are removed sequentially in order of decreasing importance.

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