Artificial Intelligence Assisted Inversion (AIAI): Quantifying the Spectral Features of 56Ni of Type Ia Supernovae

Following our previous study of Artificial Intelligence Assisted Inversion (AIAI) of supernova analyses, we train a set of deep neural networks based on the 1D radiative transfer code TARDIS to simulate the optical spectra of Type Ia supernovae (SNe Ia) between 10 and 40 days after the explosion. Th...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Xingzhuo Chen, Lifan Wang, Lei Hu, Peter J. Brown
Формат: Өгүүллэг
Хэл сонгох:English
Хэвлэсэн: IOP Publishing 2024-01-01
Цуврал:The Astrophysical Journal
Нөхцлүүд:
Онлайн хандалт:https://doi.org/10.3847/1538-4357/ad0a33