MLink Archives - Astrobiology

Ratio of the mass-loss rates predicted for the test planets by interpol2021 (panels a and c) and interpol2024 (panels b and d) to the true values given by the hydrodynamic model, against Λ and Λ × K, respectively. The points are colour-coded according to the Jtrans value. In panels (c) and (d), the red points have Jbord = 1, while the red points marked by a yellow plus are those with Jtrans = 2. For reference, the two horizontal black lines in each panel lie at 0.5 and 2. -- astro-ph.EP

AI - Data - Apps - Cybernetics, Atmospheres, Climate, Weather, Exoplanets, -moons, -comets, Status Report

Grid-based Exoplanet Atmospheric Mass Loss Predictions Through Neural Network

by Keith CowingFebruary 12, 2025February 12, 2025

The fast and accurate estimation of planetary mass-loss rates is critical for planet population and evolution modelling.