Astronomy and Astrophysics Seminars
Ensemble asteroseismology with Deep learning
by Mr. Siddharth Dhanpal (TIFR)
Tuesday, April 19, 2022
from
to
(Asia/Kolkata)
at Hybrid ( AG 66 )
at Hybrid ( AG 66 )
https://us06web.zoom.us/j/84733951480?pwd=NmFzQU4rbjFzd052UGxWZlo1eHRHZz09
Meeting ID: 847 3395 1480
Passcode: StuSem2022
Description |
All stars oscillate: studying these pulsations helps understand the structure and rotation profiles of the stars. In particular, I will focus on the poorly understood transition to the red-giant phase, a complex transformation involving dramatic changes to structure and rotation. We used deep learning to infer the rotation and structure parameters of red giants to better understand their physics. I will present results obtained from analysing the seismic observations taken by Kepler of red giants and show interesting rotation behaviour. I will also briefly show the extension of the method to other pulsating classes: Delta Scuti stars and Gamma-Doradus stars. |