Bern Model of Planet Formation and Evolution Archives

Bee swarm plot of the seven features considered. The x-axis represents the SHAP value of the feature for each instance, and the y-axis represents the seven features considered ranked from the most important (top) to the least (bottom). The colour of the dots represents the value of the feature itself, red being high values and blue being low values. -- astro-ph.EP

AI - Data - Apps - Cybernetics, Atmospheres, Climate, Weather, Biogeochemical Cycles & Geobiology, Biosignatures & Paleobiology, Exoplanets, -moons, -comets, Gaia - Planetary Perspectives, Habitable Zones, Status Report, Water/Hycean Worlds & Oceanography

Earth-like Planet Predictor: A Machine Learning Approach

by Keith CowingApril 11, 2025April 11, 2025

Searching for planets analogous to Earth in terms of mass and equilibrium temperature is currently the first step in the quest for habitable conditions outside our Solar System and, ultimately, […]

Artificial intelligence enables scientists to predict missing Earth-like planets in the habitable zone of their host stars. The blue zone on the illustration represents the habitable zone around the star, where the temperatures allow liquid water on the surface of an Earth-like planet. © University of Bern, Illustration: Thibaut Roger

Exoplanets, -moons, -comets, Habitable Zones, Press Release

Where To Find The Next Earth

by Keith CowingApril 9, 2025April 14, 2026

A team from the University of Bern and the National Centre of Competence in Research (NCCR) PlanetS has developed a machine learning model that predicts potential planetary systems with Earth-like […]