An Extended Closure Relation by LightGBM for Neutrino Radiation Transport in Core-collapse Supernovae

Shota Takahashi, Akira Harada, Shoichi Yamada

We developed a machine learning model using LightGBM, one of the most popular gradient-boosting decision tree methods these days, to predict the Eddington tensor, or the second-ord…