2 papers
astro-ph.CO2024
FLAME: Fitting Ly 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) absorption lines using deep convolutional neural networks. FLAME integrate…
astro-ph.GA2023
How does the presence of bar affects the fueling of supermassive black holes ? An IllustrisTNG100 perspective
Sandeep Kumar Kataria, M. Vivek
We conduct a statistical study of black hole masses of barred and unbarred galaxies in the IllustrisTNG100 cosmological magneto-hydrodynamical simulations. This work aims to unders…