Differentiable Stellar Atmospheres with Physics-Informed Neural Networks

Jiadong Li, Mingjie Jian, Yuan-Sen Ting +1

We present Kurucz-a1, a physics-informed neural network (PINN) that emulates 1D stellar atmosphere models under Local Thermodynamic Equilibrium (LTE), addressing a critical bottlen…