Frontiers in Astronomy and Space Sciences

Original Research

Published on 01 May 2026

Detection of exoplanets from TESS imaging data using unsupervised machine learning techniques

in Astrostatistics

Abisa Sinha Adhikary
Sourav Chakraborty

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2026.1800321

652 views

Mini Review

Accepted on 22 Apr 2026

Review: A new method for estimation and use of systematic errors in Poisson regression

in Astrostatistics

Massimiliano Bonamente

Frontiers in Astronomy and Space Sciences

399 views

Original Research

Accepted on 20 Apr 2026

Adoption of Generative AI at the Italian Institute for Astrophysics: A Survey on Usage Trends, Ethics, Literacy, and Shadow IT

in Astrostatistics

Alessandro Cabras
Monica Marra
Giulio Capasso
Amedeo Petrella
Andrea Balestra
Ugo Lo Cicero
Simone Riggi
Riccardo Smareglia
Carmelo Arcidiacono
Saverio Costanzo

Frontiers in Astronomy and Space Sciences

435 views

Methods

Published on 11 Mar 2026

Towards FAIR astrophysical simulations

in Astrostatistics

Susanne Pfalzner
Stephan Hachinger
Jolanta Zjupa
Salvatore Cielo
Frank W. Wagner
Marcus Brüggen
Annika Hagemeier

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2026.1760522

625 views

Original Research

Published on 23 Feb 2026

ATD-DL: a deep learning framework for faint astronomical target detection

in Astrostatistics

Junyao He
Hao Luo
Wei Xiao
Shuwei Liu
Zhaoxiang Qi

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2026.1782465

868 views

Original Research

Published on 01 Dec 2025

Habitable exoplanet - a statistical search for life

in Astrostatistics

Prasenjit Banerjee
Asis Kumar Chattopadhyay

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2025.1674754

3,872 views

Original Research

Published on 16 Oct 2025

Listening to stars: audio-inspired multimodal learning for star classification

in Astrostatistics

Shengwen Zhang
Yanxia Zhang
Chao Liu

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2025.1659534

2,094 views
2 citations

Review

Published on 24 Jul 2025

A review of the search for AGB stars

in Astrostatistics

Hai-Ling Lu
Yin-Bi Li
A-Li Luo
Zhi-Qiang Zou
Xiao-Ming Kong
Zhen-Ping Yi
Hugh R. A. Jones
Jun-Chao Liang
Shuo Li

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2025.1587415

3,937 views

Original Research

Published on 13 Mar 2025

Fragmentation of young massive clusters in binary components: an application of Griddy Gibbs Sampler

in Astrostatistics

Abisa Sinha Adhikary
Ankita Das

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2025.1473492

1,996 views
1 citation

Original Research

Published on 22 Oct 2024

Bayesian inference: more than Bayes’s theorem

in Astrostatistics

Thomas J. Loredo
Robert L. Wolpert

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2024.1326926

5,997 views
11 citations

Original Research

Published on 03 Sep 2024

Prediction of ionospheric TEC during the occurrence of earthquakes in Indonesia using ARMA and CoK models

in Astrostatistics

S. Kiruthiga
S. Mythili

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2024.1415323

4,819 views
8 citations

Original Research

Published on 15 Mar 2024

Uncovering the heterogeneity of a solar flare mechanism with mixture models

in Astrostatistics

Bach Viet Do
Yang Chen
XuanLong Nguyen
Ward Manchester

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2024.1229092

5,258 views
2 citations

Review

Published on 09 Oct 2023

Point spread function modelling for astronomical telescopes: a review focused on weak gravitational lensing studies

in Astrostatistics

Tobías I. Liaudat
Jean-Luc Starck
Martin Kilbinger

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2023.1158213

8,885 views
21 citations

Original Research

Published on 10 Aug 2023

Efficient galaxy classification through pretraining

in Astrostatistics

Jesse Schneider
David C. Stenning
Lloyd T. Elliott

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2023.1197358

6,460 views
6 citations

Review

Published on 24 Jul 2023

iid2022: a workshop on statistical methods for event data in astronomy

in Astrostatistics

Eric D. Feigelson
Massimiliano Bonamente

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2023.1228508

3,272 views

Review

Published on 05 Jul 2023

Measurement methods for gamma-ray bursts redshifts

in Astrostatistics

Mengci Li
Zhe Kang
Chao Wu
Chengzhi Liu
Jirong Mao
Zhenwei Li
Shiyu Deng
Bingli Niu
Ping Jiang

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2023.1124317

7,837 views
5 citations

Original Research

Published on 27 Jun 2023

Constraining cosmological parameters from N-body simulations with variational Bayesian neural networks

in Astrostatistics

Héctor J. Hortúa
Luz Ángela García
Leonardo Castañeda C.

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2023.1139120

7,815 views
13 citations

Original Research

Published on 20 Apr 2023

Phase coherence of solar wind turbulence from the Sun to Earth

in Astrostatistics

Masaru Nakanotani
Lingling Zhao
Gary P. Zank

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2023.1161939

5,122 views
2 citations

Original Research

Published on 04 Apr 2023

ARMA model development and analysis for global temperature uncertainty

in Astrostatistics

Mahmud Hasan
Gauree Wathodkar
Mathias Muia

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2023.1098345

5,621 views
8 citations

Editorial

Published on 16 Mar 2023

Editorial: Applications of statistical methods and machine learning in the space sciences

in Astrostatistics

Bala Poduval
Karly M. Pitman
Olga Verkhoglyadova
Peter Wintoft

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2023.1163530

3,987 views
3 citations

Editorial

Published on 09 Jan 2023

Editorial: Multi-scale magnetic field measurements in the multi-phase interstellar medium

in Astrostatistics

Siyao Xu
Alex Lazarian
Martin Houde
Thiem Hoang

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2022.1115995

2,264 views

Original Research

Published on 23 Nov 2022

Towards an AI-based understanding of the solar wind: A critical data analysis of ACE data

in Astrostatistics

S. Bouriat
P. Vandame
M. Barthélémy
J. Chanussot

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2022.980759

4,528 views
5 citations

Original Research

Published on 18 Nov 2022

Deep learning-based galaxy image deconvolution

in Astrostatistics

Utsav Akhaury
Jean-Luc Starck
Pascale Jablonka
Frédéric Courbin
Kevin Michalewicz

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2022.1001043

5,702 views
23 citations

Review

Published on 11 Oct 2022

Recent progress with observations and models to characterize the magnetic fields from star-forming cores to protostellar disks

in Astrostatistics

Anaëlle Maury
Patrick Hennebelle
Josep Miquel Girart

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2022.949223

5,192 views
41 citations

43 articles

articles

Detection of exoplanets from TESS imaging data using unsupervised machine learning techniques

Review: A new method for estimation and use of systematic errors in Poisson regression

Adoption of Generative AI at the Italian Institute for Astrophysics: A Survey on Usage Trends, Ethics, Literacy, and Shadow IT

Towards FAIR astrophysical simulations

ATD-DL: a deep learning framework for faint astronomical target detection

Habitable exoplanet - a statistical search for life

Listening to stars: audio-inspired multimodal learning for star classification

A review of the search for AGB stars

Fragmentation of young massive clusters in binary components: an application of Griddy Gibbs Sampler

Bayesian inference: more than Bayes’s theorem

Prediction of ionospheric TEC during the occurrence of earthquakes in Indonesia using ARMA and CoK models

Uncovering the heterogeneity of a solar flare mechanism with mixture models

Point spread function modelling for astronomical telescopes: a review focused on weak gravitational lensing studies

Efficient galaxy classification through pretraining

iid2022: a workshop on statistical methods for event data in astronomy

Measurement methods for gamma-ray bursts redshifts

Constraining cosmological parameters from N-body simulations with variational Bayesian neural networks

Phase coherence of solar wind turbulence from the Sun to Earth

ARMA model development and analysis for global temperature uncertainty

Editorial: Applications of statistical methods and machine learning in the space sciences

Editorial: Multi-scale magnetic field measurements in the multi-phase interstellar medium

Towards an AI-based understanding of the solar wind: A critical data analysis of ACE data

Deep learning-based galaxy image deconvolution

Recent progress with observations and models to characterize the magnetic fields from star-forming cores to protostellar disks