Frontiers in Astronomy and Space Sciences | Astrostatistics section | New and Recent Articles https://www.frontiersin.org/journals/astronomy-and-space-sciences/sections/astrostatistics RSS Feed for Astrostatistics section in the Frontiers in Astronomy and Space Sciences journal | New and Recent Articles en-us Frontiers Feed Generator,version:1 2026-05-13T11:28:21.81+00:00 60 https://www.frontiersin.org/articles/10.3389/fspas.2026.1800321 https://www.frontiersin.org/articles/10.3389/fspas.2026.1800321 <![CDATA[Detection of exoplanets from TESS imaging data using unsupervised machine learning techniques]]> 2026-05-01T00:00:00Z Original Research Abisa Sinha AdhikarySourav Chakraborty https://www.frontiersin.org/articles/10.3389/fspas.2026.1760522 https://www.frontiersin.org/articles/10.3389/fspas.2026.1760522 <![CDATA[Towards FAIR astrophysical simulations]]> 2026-03-11T00:00:00Z Methods Susanne PfalznerStephan HachingerJolanta ZjupaSalvatore CieloFrank W. WagnerMarcus BrüggenAnnika Hagemeier https://www.frontiersin.org/articles/10.3389/fspas.2026.1782465 https://www.frontiersin.org/articles/10.3389/fspas.2026.1782465 <![CDATA[ATD-DL: a deep learning framework for faint astronomical target detection]]> 2026-02-23T00:00:00Z Original Research Junyao HeHao LuoWei XiaoShuwei LiuZhaoxiang Qi https://www.frontiersin.org/articles/10.3389/fspas.2025.1674754 https://www.frontiersin.org/articles/10.3389/fspas.2025.1674754 <![CDATA[Habitable exoplanet - a statistical search for life]]> 2025-12-01T00:00:00Z Original Research Prasenjit BanerjeeAsis Kumar Chattopadhyay https://www.frontiersin.org/articles/10.3389/fspas.2025.1659534 https://www.frontiersin.org/articles/10.3389/fspas.2025.1659534 <![CDATA[Listening to stars: audio-inspired multimodal learning for star classification]]> 2025-10-16T00:00:00Z Original Research Shengwen ZhangYanxia ZhangChao Liu https://www.frontiersin.org/articles/10.3389/fspas.2025.1587415 https://www.frontiersin.org/articles/10.3389/fspas.2025.1587415 <![CDATA[A review of the search for AGB stars]]> 2025-07-24T00:00:00Z Review Hai-Ling LuYin-Bi LiA-Li LuoZhi-Qiang ZouXiao-Ming KongZhen-Ping YiHugh R. A. JonesJun-Chao LiangShuo Li https://www.frontiersin.org/articles/10.3389/fspas.2025.1473492 https://www.frontiersin.org/articles/10.3389/fspas.2025.1473492 <![CDATA[Fragmentation of young massive clusters in binary components: an application of Griddy Gibbs Sampler]]> 2025-03-13T00:00:00Z Original Research Abisa Sinha AdhikaryAnkita Das https://www.frontiersin.org/articles/10.3389/fspas.2024.1326926 https://www.frontiersin.org/articles/10.3389/fspas.2024.1326926 <![CDATA[Bayesian inference: more than Bayes’s theorem]]> 2024-10-22T00:00:00Z Original Research Thomas J. LoredoRobert L. Wolpert https://www.frontiersin.org/articles/10.3389/fspas.2024.1415323 https://www.frontiersin.org/articles/10.3389/fspas.2024.1415323 <![CDATA[Prediction of ionospheric TEC during the occurrence of earthquakes in Indonesia using ARMA and CoK models]]> 2024-09-03T00:00:00Z Original Research S. KiruthigaS. Mythili https://www.frontiersin.org/articles/10.3389/fspas.2024.1229092 https://www.frontiersin.org/articles/10.3389/fspas.2024.1229092 <![CDATA[Uncovering the heterogeneity of a solar flare mechanism with mixture models]]> 2024-03-15T00:00:00Z Original Research Bach Viet DoYang ChenXuanLong NguyenWard Manchester https://www.frontiersin.org/articles/10.3389/fspas.2023.1158213 https://www.frontiersin.org/articles/10.3389/fspas.2023.1158213 <![CDATA[Point spread function modelling for astronomical telescopes: a review focused on weak gravitational lensing studies]]> 2023-10-09T00:00:00Z Review Tobías I. LiaudatJean-Luc StarckMartin Kilbinger https://www.frontiersin.org/articles/10.3389/fspas.2023.1197358 https://www.frontiersin.org/articles/10.3389/fspas.2023.1197358 <![CDATA[Efficient galaxy classification through pretraining]]> 2023-08-10T00:00:00Z Original Research Jesse SchneiderDavid C. StenningLloyd T. Elliott https://www.frontiersin.org/articles/10.3389/fspas.2023.1228508 https://www.frontiersin.org/articles/10.3389/fspas.2023.1228508 <![CDATA[iid2022: a workshop on statistical methods for event data in astronomy]]> 2023-07-24T00:00:00Z Review Eric D. FeigelsonMassimiliano Bonamente https://www.frontiersin.org/articles/10.3389/fspas.2023.1124317 https://www.frontiersin.org/articles/10.3389/fspas.2023.1124317 <![CDATA[Measurement methods for gamma-ray bursts redshifts]]> 2023-07-05T00:00:00Z Review Mengci LiZhe KangChao WuChengzhi LiuJirong MaoZhenwei LiShiyu DengBingli NiuPing Jiang https://www.frontiersin.org/articles/10.3389/fspas.2023.1139120 https://www.frontiersin.org/articles/10.3389/fspas.2023.1139120 <![CDATA[Constraining cosmological parameters from N-body simulations with variational Bayesian neural networks]]> 2023-06-27T00:00:00Z Original Research Héctor J. HortúaLuz Ángela GarcíaLeonardo Castañeda C. https://www.frontiersin.org/articles/10.3389/fspas.2023.1161939 https://www.frontiersin.org/articles/10.3389/fspas.2023.1161939 <![CDATA[Phase coherence of solar wind turbulence from the Sun to Earth]]> 2023-04-20T00:00:00Z Original Research Masaru NakanotaniLingling ZhaoGary P. Zank https://www.frontiersin.org/articles/10.3389/fspas.2023.1098345 https://www.frontiersin.org/articles/10.3389/fspas.2023.1098345 <![CDATA[ARMA model development and analysis for global temperature uncertainty]]> 2023-04-04T00:00:00Z Original Research Mahmud HasanGauree WathodkarMathias Muia https://www.frontiersin.org/articles/10.3389/fspas.2023.1163530 https://www.frontiersin.org/articles/10.3389/fspas.2023.1163530 <![CDATA[Editorial: Applications of statistical methods and machine learning in the space sciences]]> 2023-03-16T00:00:00Z Editorial Bala PoduvalKarly M. PitmanOlga VerkhoglyadovaPeter Wintoft https://www.frontiersin.org/articles/10.3389/fspas.2022.1115995 https://www.frontiersin.org/articles/10.3389/fspas.2022.1115995 <![CDATA[Editorial: Multi-scale magnetic field measurements in the multi-phase interstellar medium]]> 2023-01-09T00:00:00Z Editorial Siyao XuAlex LazarianMartin HoudeThiem Hoang https://www.frontiersin.org/articles/10.3389/fspas.2022.980759 https://www.frontiersin.org/articles/10.3389/fspas.2022.980759 <![CDATA[Towards an AI-based understanding of the solar wind: A critical data analysis of ACE data]]> 2022-11-23T00:00:00Z Original Research S. BouriatP. VandameM. BarthélémyJ. Chanussot