Publications sorted by year Publications as First Author Publications as Co-Author
BICEPS: An improved characterization model for low- and intermediate-mass exoplanets
We present an improved interior characterization model for planets with masses between 0.5 and 30 Earth masses, equilibrium temperatures below <2000 K, and a wide range of planetary compositions and physical phases.
Exoplanet characterization using conditional invertible neural networks
To speed up the inference process when characterizing an exoplanet, we propose to use conditional invertible neural networks to calculate the posterior probability of the planetary structure parameters.
AQUA: A Collection of water Equations of State for Planetary Models
We construct an equation of state of \(H_2O\) spanning a very wide range from 0.1 Pa to 400 TPa and 150 K to \(10^{5}\) K, which can be used to model the interior of planets.