Parameterizing pressure-temperature profiles of exoplanet atmospheres with neural networks

1 code implementation • 6 Sep 2023 • Timothy D. Gebhard, Daniel Angerhausen, Björn S. Konrad, Eleonora Alei, Sascha P. Quanz, Bernhard Schölkopf

When training and evaluating our method on two publicly available datasets of self-consistent PT profiles, we find that our method achieves, on average, better fit quality than existing baseline methods, despite using fewer parameters.

Bayesian Inference