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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 3.

The prediction results of the first-stage (Rp-prediction) model. The left panel shows the prediction result on the training dataset with R2 = 0.9993, the middle panel shows the result of the validation with R2 = 0.9990, and the right panel shows the prediction on the test dataset with R2 = 0.9989.

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