The manuscript was submitted to arxiv after receiving and responding to comments from the first referee report
Galaxy formation models within cosmological hydrodynamical simulations contain numerous parameters with non-trivial influences over the resulting properties of simulated cosmic structures and galaxy populations. It is computationally challenging to sample these high dimensional parameter spaces with simulations, particularly for halos in the high-mass end of the mass function. In this work, we develop a novel sampling and reduced variance regression method, CARPoolGP, which leverages built-in correlations between samples in different locations of high dimensional parameter spaces to provide an efficient way to explore parameter space and generate low variance emulations of summary statistics. We use this method to extend the Cosmology and Astrophysics with MachinE Learning Simulations (CAMELS) to include a set of 768 zoom-in simulations of halos in the mass range of $10^{13} - 10^{14.5} M_\odot\,h^{-1}$ that span a 28-dimensional parameter space in the IllustrisTNG model. With these simulations and the CARPoolGP emulation method, we explore parameter trends in the Compton $Y-M$, black hole mass-halo mass, and metallicity-mass relations, as well as thermodynamic profiles and quenched fractions of satellite galaxies. We use these emulations to provide a physical picture of the complex interplay between supernova and active galactic nuclei feedback. We then use emulations of the $Y-M$ relation of massive halos to perform Fisher forecasts on astrophysical parameters for future Sunyaev-Zeldovich observations and find a significant improvement in forecasted constraints. We publicly release both the simulation suite and CARPoolGP software package.
Galaxies are biased tracers of the underlying cosmic web, which is dominated by dark matter components that cannot be directly observed. Galaxy formation simulations can be used to study the relationship between dark matter density fields and galaxy distributions. However, this relationship can be sensitive to assumptions in cosmology and astrophysical processes embedded in the galaxy formation models, that remain uncertain in many aspects. In this work, we develop a diffusion generative model to reconstruct dark matter fields from galaxies. The diffusion model is trained on the CAMELS simulation suite that contains thousands of state-of-the-art galaxy formation simulations with varying cosmological parameters and sub-grid astrophysics. We demonstrate that the diffusion model can predict the unbiased posterior distribution of the underlying dark matter fields from the given stellar mass fields, while being able to marginalize over uncertainties in cosmological and astrophysical models. Interestingly, the model generalizes to simulation volumes approximately 500 times larger than those it was trained on, and across different galaxy formation models. Code for reproducing these results can be found at https://github.com/victoriaono/variational-diffusion-cdm
6 pages, 6 figures, submitted to MNRAS
Double neutron star (DNS) systems offer excellent opportunities to test gravity theories. We report the timing results of a pulsar, PSR J1901+0658, discovered in the FAST Galactic Plane Pulsar Snapshot (GPPS) survey. Based on timing observations by FAST over 5 years, we obtain the phase-coherent timing solutions and derive the precise measurements of its position, spin parameters, orbital parameters, and also the dispersion measure (DM). It has a period of 75.7 ms, a period derivative of 2.169(6)$\times 10^{-19}$ s s$^{-1}$, and the characteristic age of 5.5 Gyr. This pulsar is in an orbit with a period of 14.45 days and an eccentricity of 0.366. One post-Keplerian parameter, periastron advance, has been well measured as being 0.00531(9) deg/yr, from which the total mass of this system is derived to be 2.79(7) $M_{\sun}$. The pulsar has the upper limit of mass of 1.68 $M_{\sun}$, so the lower limit for the companion mass is 1.11 $M_{\sun}$. Because PSR J1901+0658 is a partially recycled pulsar in an eccentric binary orbit with such a large companion mass, it should be in a DNS system according to the evolution history of the binary system.
19 pages, 16 figures, 1 animation (see arXiv ancillary files), accepted for publication in ApJ
Accepted for publication by MNRAS. 17 + 7 pages, 7 + 23 figures, 1 table
14 pages, 8 figures
30 pages including the appendix, 16 figures, submitted to MNRAS
4 pages, 1 figure. Published October 2022 in Research Notes of the AAS, Volume 6, Number 10
11 pages, 4 figures, 1 table Submitted to A&A
25 pages, 30 figures, accepted for publication in MNRAS
8 pages, 5 figures, MNRAS accepted
13 pages, 9 figures, accepted for publication in MNRAS
19 pages, 13 figures. Accepted by ApJ
Extended version of talk at 32nd Texas Symp. Rel. Astroph., Shanghai, Session 7 (2023)
15 pages, 20 figures, 2 tables, accepted for publication in JAA
15 pages, 11 figures. Comments are welcomed
submitted to AAS Journals
14 pages,14 figures,accepted by JHEAp
28 pages, 25 figures, submitted to Journal of Astrophysics and Astronomy, Comments welcome
29 pages, 6 figures. arXiv admin note: text overlap with arXiv:2302.06068
18 pages, 13 figures, accepted for publication in The Astrophysical Journal
Accepted for publication in the Astrophysical Journal. 34 pages, 12 figures, and 3 tables
11 pages, 7 figures
27 pages, 11 pages, ApJ accepted
25 pages, 14 figures, 7 tables
13 pages, 14 figures
32 pages, 30 figures, submitted to MNRAS
9 pages, no figures
15 pages, 10 figures, 8 tables, 2 appendices, accepted for publication in Astronomy & Astrophysics
13 pages, 17 figures, accepted for publication in Astronomy and Astrophysics
Accepted in A&A, 11 pages, 7 figures, 5 movies
Accepted for publication in MNRAS
to appear in AGU Advances
Accepted in A&A
20 pages, 16 figures
18 pages, 9 figures, submitted to MNRAS
16 pages, 10 Figures, To be submitted to PRD. Comments welcome
Introductory review, aimed as a first-entry point for undergraduates and early postgraduates. Provides a concise overview of debris-disk observations and theory. Preprint of a chapter for the 'Encyclopedia of Astrophysics' (Editor-in-Chief Ilya Mandel, Section Editor Dimitri Veras) to be published by Elsevier as a Reference Module. The number of references was capped
Accepted for publication in Monthly Notices of the Royal Astronomical Society Main Journal
11 pages, 2 figures, 4 tables
25 pages, 6 Figures, To be submitted to JCAP
7 pages, 1 figure
33 pages, 9 figures
12 pages, 10 figures
12 pages, 19 figures; Accepted for publication in MNRAS
8 pages, 2 figures, 2 tables, complete Table 1. Contributions to Plasma Physics in press: the special issue in memory of K. Golden and G. Kalman. This is the submitted version (practically the same as the accepted one)
13 pages, 7 figures
33 pages, 23 figures, and 19 tables; accepted for publication in Astronomy & Astrophysics
33 pages
117 pages, 26 figures, preliminary version (based on a set of supplementary lectures delivered for the PhD coursework at IUCAA), comments and suggestions are welcome
15 pages, 2 figures
17 pages, 14 figures
11 pages, 4 main + 2 appendix figures
13 pages, 7 figures