New submissions welcome! Challenge data available at this https URL
The last few years have seen the emergence of a wide array of novel techniques for analyzing high-precision data from upcoming galaxy surveys, which aim to extend the statistical analysis of galaxy clustering data beyond the linear regime and the canonical two-point (2pt) statistics. We test and benchmark some of these new techniques in a community data challenge "Beyond-2pt", initiated during the Aspen 2022 Summer Program "Large-Scale Structure Cosmology beyond 2-Point Statistics," whose first round of results we present here. The challenge dataset consists of high-precision mock galaxy catalogs for clustering in real space, redshift space, and on a light cone. Participants in the challenge have developed end-to-end pipelines to analyze mock catalogs and extract unknown ("masked") cosmological parameters of the underlying $\Lambda$CDM models with their methods. The methods represented are density-split clustering, nearest neighbor statistics, BACCO power spectrum emulator, void statistics, LEFTfield field-level inference using effective field theory (EFT), and joint power spectrum and bispectrum analyses using both EFT and simulation-based inference. In this work, we review the results of the challenge, focusing on problems solved, lessons learned, and future research needed to perfect the emerging beyond-2pt approaches. The unbiased parameter recovery demonstrated in this challenge by multiple statistics and the associated modeling and inference frameworks supports the credibility of cosmology constraints from these methods. The challenge data set is publicly available and we welcome future submissions from methods that are not yet represented.
4 pages, 2 figures, white paper submitted in response to the call by the Working Group on Strategic Exoplanet Initiatives with HST and JWST (details at this https URL & final report at arXiv:2404.02932 ), adapted to include author list and affiliations
24 pages, 9 figures, 3 tables. Submitted to Physical Review D
20 pages, 12 figures, link to code this https URL , link to data this https URL
20 pages, 13 figures, accepted for publication in MNRAS
Accepted for publication in The Astrophysical Journal. 27 pages, 19 figures. The SAUNAS X-ray surface brightness and signal-to-noise maps of NGC 3079 and UGC 5101 are publicly available in Zenodo in FITS format: this https URL DOI: 10.5281/zenodo.10892485. The list of Chandra datasets, obtained by the Chandra X-ray Observatory, are contained in DOI: 10.25574/cdc.225
Summary and proceedings of the MDvDM'24 conference, Jan 8-11 2024
15 pages, 9 figures, Comments welcome
34 pages, 12 figures; submitted to JCAP
16 pages, 9 figures, link to code this https URL , link to data this https URL
16 pages, 10+A2 figures. Accepted for publication on Astronomische Nachrichten on 2nd May 2024
19 pages, 17 figures
17 pages, 5 figures
Submitted to the Astrophysical Journal
7 pages, 5 figures, A&A submitted
29 pages, 12 figures, accepted for publication in The Astronomical Journal
13 pages, 5 figures
65 pages, 35 images, 8 tables, submitted to The Astrophysical Journal Supplement Series
24 pages, 6 figures, in press
66 pages, 11 figures
submit to AJ. 14 pages, 8 figures
12 pages, 7 figures, APJ accepted
17 pages, 10 figures, submitted to ApJ
Accepted publication in Physics of the Dark Universe
11 pages, 5 figures
4 pages, 2 Figures, Accepted for publication in MNRAS
Review paper. Accepted in ACS Earth and Space Chemistry
Submitted to MNRAS
14 pages, 13 figures, accepted by A&A
11 pages, 6 figures, 2 tables, accepted for publication in MNRAS
26 pages, 16 figures
21 pages, 12 figures
Accepted for publication in A&A
Submitted to ApJ
20 pages, 9 figures, 31 references
5 pages, 9 figures accepted in MNRAS letters
15 pages, 14 figures, accepted for pubblication in Astronomy & Astrophysics
Accepted as a Letter in Astronomy & Astrophysics on May 2nd 2024. arXiv admin note: text overlap with arXiv:2311.13860 , arXiv:2404.07585
9 pages, 5 figures, accepted by A&A Letter
Accepted for publication in A&A, 22 pages, 15 figures
3 pages, 1 figure. Accepted for publication in the Research Notes of the AAS
6 pages, 5 figures
Published in Astronomy and Computing (Volume 47, April 2024, 100823)
8 pages, 4 figures
12 pages, 13 figures
Accepted in AJ
Accepted to AJ
24 pages, 9 figures, submitted to MNRAS
20 pages, 16 figures, 2 tables. Submitted to MNRAS, currently replied to the 2nd revision. The Online Materials will be available after the publication
4 pages, 1 figure. Published: Ai-Ying Zhou: 2024, Res. Notes AAS, 8, 110
accepted for publication in ApJ
8 pages, 6 figures, submitted to A&A
7 pages, 4 figures. Submitted
5+6 pages, 4 figures
14 pages, 5 figures
38 pages, 5 figures
Presented on the 100-year anniversary of the Polish Astronomical Society during the meeting in Torun, Poland, Sept.11-16, 2023
17 pages, 10 figures
22 pages, 12 figures
9 pages, 2 figures
4 pages