most citedExoMDN: Rapid characterization of exoplanet interior structures with Mixture Density Networks

44 citations · 92 across the 6 of their papers we have counts for

collaborators

6 papers

astro-ph.EP2024

The effect of a biosphere on the habitable timespan of stagnant-lid planets and implications for the atmospheric spectrum

Dennis Höning, Ludmila Carone, Philipp Baumeister +6

Temperature-dependent biological productivity controls silicate weathering and thereby extends the potential habitable timespan of Earth. Models and theoretical considerations indi…

astro-ph.EP2024★ 14 cited

H-HO demixing in Uranus and Neptune: Adiabatic structure models

Marina Cano Amoros, Nadine Nettelmann, Nicola Tosi +2

Demixing properties of planetary major constituents influence the interior structure and evolution of planets. Comparing experimental and computational data on the miscibility of h…

astro-ph.EP2024★ 5 cited

Geodynamics of super-Earth GJ 486b

Tobias G. Meier, Dan J. Bower, Tim Lichtenberg +8

Many super-Earths are on very short orbits around their host star and, therefore, more likely to be tidally locked. Because this locking can lead to a strong contrast between the d…

astro-ph.IM2024★ 13 cited

The PLATO Mission

Heike Rauer, Conny Aerts, Juan Cabrera +842

PLATO (PLAnetary Transits and Oscillations of stars) is ESA's M3 mission designed to detect and characterise extrasolar planets and perform asteroseismic monitoring of a large numb…

astro-ph.EP2023★ 44 cited

ExoMDN: Rapid characterization of exoplanet interior structures with Mixture Density Networks

Philipp Baumeister, Nicola Tosi

Characterizing the interior structure of exoplanets is essential for understanding their diversity, formation, and evolution. As the interior of exoplanets is inaccessible to obser…

astro-ph.EP2023★ 16 cited

Redox state and interior structure control on the long-term habitability of stagnant-lid planets

Philipp Baumeister, Nicola Tosi, Caroline Brachmann +2

A major goal in the search for extraterrestrial life is the detection of liquid water on the surface of exoplanets. On terrestrial planets, volcanic outgassing is a significant sou…