Asteroseismic Inference of Subgiant Evolutionary Parameters with Deep Learning
Published in Monthly Notices of the Royal Astronomical Society, 2020
Recommended citation: Hon, M.; Bellinger, E. P.; Hekker, S.; et al..“Asteroseismic inference of subgiant evolutionary parameters with deep learning”, 2019, MNRAS, 499, 2445
The asteroseismic modelling of evolved solar-like stars is a complex, high-dimensional optimization problem. Here, we introduce deep learning as a novel, computationally-feasible method to identify good matching models to observed subgiants from the Kepler mission.