We propose parameterizing the population distribution of the gravitational wave population modeling framework (Hierarchical Bayesian Analysis) with a normalizing flow. We first demonstrate the merit of this method on illustrative experiments and then analyze four parameters of the latest LIGO data release: primary mass, secondary mass, redshift, and effective spin. Our results show that despite the small and notoriously noisy dataset, the posterior predictive distributions (assuming a prior over the parameters of the flow) of the observed gravitational wave population recover structure that agrees with robust previous phenomenological modeling results while being less susceptible to biases introduced by less-flexible distribution models. Therefore, the method forms a promising flexible, reliable replacement for population inference distributions, even when data is highly noisy.
10 pages, 7 figures, 2 tables, submitted to AAS Journals
We report the detection and interferometric localization of the repeating fast radio burst (FRB) source FRB 20220912A during commissioning observations with the Deep Synoptic Array (DSA-110). Two bursts were detected from FRB 20220912A, one each on 2022 October 18 and 2022 October 25. The best-fit position is (R.A. J2000, decl. J2000) = (23:09:04.9, +48:42:25.4), with a 90% confidence error ellipse of $\pm2$ arcsec and $\pm1$ arcsec in right ascension and declination respectively. The two bursts have disparate polarization properties and temporal profiles. We find a Faraday rotation measure that is consistent with the low value of $+0.6$ rad m$^{-2}$ reported by CHIME/FRB. The DSA-110 localization overlaps with the galaxy PSO J347.2702+48.7066 at a redshift $z=0.0771$, which we identify as the likely host. PSO J347.2702$+$48.7066 has a stellar mass of approximately $10^{10}M_{\odot}$, modest internal dust extinction, and a star-formation rate likely in excess of $0.1\,M_{\odot}$ yr$^{-1}$. The host-galaxy contribution to the dispersion measure is likely $\lesssim50$ pc cm$^{-3}$. The FRB 20220912A source is therefore likely viewed along a tenuous plasma column through the host galaxy.
12 pages, 5 figures
High-eccentricity migration is a likely formation mechanism for many observed hot Jupiters, particularly those with a large misalignment between the stellar spin axis and orbital angular momentum axis of the planet. In one version of high-eccentricity migration, an inclined stellar companion excites von Zeipel-Lidov-Kozai (ZLK) eccentricity oscillations of a cold Jupiter, and tidal dissipation causes the planet's orbit to shrink and circularize. Throughout this process, the stellar spin can evolve chaotically, resulting in highly misaligned hot Jupiters. Previous population studies of this migration mechanism have assumed that the stellar spin is aligned with the planetary orbital angular momentum when the companion begins to induce ZLK oscillations. However, in the presence of a binary companion, the star's obliquity may be significantly excited during the dissipation of its protoplanetary disk. We calculate the stellar obliquities produced in the protoplanetary disk phase and use these to perform an updated population synthesis of ZLK-driven high-eccentricity migration. We find that the resulting obliquity distribution of HJ systems is predominantly retrograde with a broad peak near 90$^\circ$. The distribution we obtain has intriguing similarities to the recently-observed preponderance of perpendicular planets close to their host stars.
18 pages, 3 figures, 4 appendices. A python code based on our algorithm in provided at, this https URL . Animations of the numerical simulation results can be found at, this https URL
submitted to mnras. 12 pages, 10 figures. For a high-cadence animated version of figure 1, see this https URL
13 pages, 9 figures. Accepted for publication in MNRAS
Submitted to MNRAS
Accepted for publication in MNRAS. 9 pages, 7 figures. Appendix with column description included. The full XGAPS catalogue will be available on VizieR, and is temporarily hosted on this https URL
12 pages, 5 figures, 2 tables. Accepted in MNRAS
submitted to ApJL, 3 figures
accepted in A&A
29 pages and 21 figures in total (14 pages and 10 figures in main text and the rest in appendix). Accepted for publication in ApJ
24 pages, 20 figures. Accepted for publication on MNRAS
46 pages, 48 figures
13 pages, 10 figures, A\&A accepted
22 pages, 16 figures
Accepted for publication in the Astrophysical Journal, Animation files - 4 (Refer to the published version)
9 pages, 5 figures, accepted by the ApJ
39 pages, 17 figures, to be published in Universe
33 pages, 24 figures, accepted for publication in MNRAS
Online material: this https URL
12 pages, 5 figures, invited review at IAUS370: Winds from stars and exoplanets (Eds. Aline Vidotto, Luca Fossati and Jorick Vink)
Accepted for publication in ApJ. 10 pages, 5 figures, 2 tables
Accepted for publication in MNRAS
Accepted for publication in MNRAS
14 pages, 7 figures, accepted for publication in ApJ
6 pages, contribution to the ICHEP 2022 conference proceedings, accompanying the "Euclid in a nutshell" and "Euclid legacy science prospects" contributions
11 pages, 11 figures, accepted for publication in MNRAS
Accepted for publication in the Journal of Astronomical Instrumentation, 10 pages, 8 figures
Submitted to ApJ Letters
13 pages, 12 figures, 1 table, accepted for publication in Monthly Notices of the Royal Astronomical Society
submitted to MNRAS, 8 pages, 6 figures, comments are welcome
in submission
12 pages, 10 figures, submitted to MNRAS
9 pages, 7 figures
24 pages, 18 figures, accepted for publication on Astronomy & Astrophysics
13 pages, 3 figures, 6 tables. arXiv admin note: substantial text overlap with arXiv:1712.08109
accepted to MNRAS, 27 pages, 8+7 figures
resubmitted to ApJ after addressing referee's comments
Accepted for publication in JOAA
Submitted to ApJL. 11 pages. 4 figures. 2 tables
11 pages, 6 figures and 2 tables
7 pages, 3 figures, animations are available at this https URL
19 pages, 11 figures
27 pages, 8 figures, EBWeyl can be found at this https URL
24 pages, 9 figures
5 pages, 4 figures, contribution to the proceedings of the 8th International Symposium on Symmetries in Subatomic Physics (SSP2022)
16 pages, 8 figures, accepted for publication in ApJ
Accepted for publication by Journal of Interdisciplinary Methodologies and Issues in Science (JIMIS)
49 pages, contribution to: 2021 Snowmass Summer Study
11 pages, 6 figures
8 pages, 3 figures, contribution to the proceedings of the XVth Quark Confinement and the Hadron Spectrum conference at the University of Stavanger
11 pages, 1 figure
Accepted for publication in Physics of the Dark Universe