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36 articles

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Original Research

Published on 08 Nov 2021

Classification of Variable Stars Light Curves Using Long Short Term Memory Network

in Astrostatistics

Saksham Bassi
Kaushal Sharma
Atharva Gomekar

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2021.718139

7,372 views
10 citations

Review

Published on 02 Jun 2021

Photometric Redshifts With Machine Learning, Lights and Shadows on a Complex Data Science Use Case

in Astrostatistics

Massimo Brescia
Stefano Cavuoti
Oleksandra Razim
Valeria Amaro
Giuseppe Riccio
Giuseppe Longo

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2021.658229

7,166 views
32 citations

Original Research

Published on 03 May 2021

Spectra Recognition Model for O-type Stars Based on Data Augmentation

in Astrostatistics

Wen-Yu Yang
Ke-Fei Wu
A-Li Luo
Zhi-Qiang Zou

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2021.634328

2,038 views
2 citations

Specialty Grand Challenge

Published on 28 Apr 2020

Grand Challenges in Astrostatistics

in Astrostatistics

Didier Fraix-Burnet

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2020.00011

6,501 views
1 citation