ASCL.net

Astrophysics Source Code Library

Making codes discoverable since 1999

Searching for codes credited to 'Figueira, P.'

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[ascl:2505.009] BEM: Random forest for exoplanets
Ulmer-Moll, S.; Santos, N. C.; Figueira, P.; Brinchmann, J.; Faria, J. P.

BEM predicts the radius of exoplanets based on their planetary and stellar parameters. The code uses the random forests machine learning algorithm to derive reliable radii, especially for planets between 4 R⊕ and 20 R⊕ for which the error is under 25%. BEM computes error bars for the radius predictions and can also create diagnostic plots.

[ascl:2412.027] mr-plotter: Mass-radius diagrams plotter
Castro-González, A.; Demangeon, O. D. S.; Lillo-Box, J.; Lovis, C.; Lavie, B.; Adibekyan, V.; Acuña, L.; Deleuil, M.; Aguichine, A.; Zapatero Osorio, M. R.; Tabernero, H. M.; Davoult, J.; Alibert, Y.; Santos, N.; Sousa, S. G.; Antoniadis-Karnavas, A.; Borsa, F.; Winn, J. N.; Allende Prieto, C.; Figueira, P.; Jenkins, J. M.; Sozzetti, A.; Damasso, M.; Silva, A. M.; Astudillo-Defru, N.; Barros, S. C. C.; Bonfils, X.; Cristiani, S.; Di Marcantonio, P.; González Hernández, J. I.; Curto, G. Lo; Martins, C. J. A. P.; Nunes, N. J.; Palle, E.; Pepe, F.; Seager, S.; Suárez Mascareño, A.

Mister plotter (mr-plotter) creates paper-quality mass-radius diagrams based on a wide range of state-of-the-art models of planetary interiors and atmospheres. It can be used to contextualize planets and infer their possible internal structures. It can also be used to search for correlations at a population level with its color-coding option based on any property collected in the NASA Exoplanet Archive, PlanetS, and Exoplanet.eu catalogs. mr-plotter can also produce article-ready two-column plots.