FLAME: Fitting Ly$\hat{I}\pm$ Absorption lines using Machine learning

Priyanka Jalan, Vikram Khaire, M. Vivek +1

We introduce FLAME, a machine-learning algorithm designed to fit Voigt profiles to HI Lyman-alpha (Ly$\hat{I}\pm$) absorption lines using deep convolutional neural networks. FLAME integrat…