A Novel Approach to Classify Telescopic Sensors Data Using Bidirectional-Gated Recurrent Neural Networks

A Novel Approach to Classify Telescopic Sensors Data Using Bidirectional-Gated Recurrent Neural Networks

Asteroseismology studies the physical structure of stars by analyzing their solar-type oscillations as seismic waves and frequency spectra. The physical processes in stars and oscillations are similar to the Sun, which is more evolved to the red-giant branch (RGB), representing the Sun’s future. In...

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Bibliographic Details
Main Authors: Ali Raza, Kashif Munir, Mubarak Almutairi, Faizan Younas, Mian Muhammad Sadiq Fareed, Gulnaz Ahmed
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Applied Sciences
Subjects:
asteroseismology
deep learning
red-giant branch classification
helium burning classification
stars oscillations analysis
Online Access:https://www.mdpi.com/2076-3417/12/20/10268

Internet

https://www.mdpi.com/2076-3417/12/20/10268

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