43 citations · 161 across the 11 of their papers we have counts for
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hep-ph2024
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…
hep-ph2023★ 43 cited
A Systematic Study on the Resonance in Collisional Neutrino Flavor Instability
Jiabao Liu, Masamichi Zaizen, Shoichi Yamada
Investigations on the resonance in the collisional flavor instability (CFI) of neutrinos, which were reported recently, are reported. We show that the resonance occurs not only for…