10 pages, 6 figures
Full-physics cosmological simulations are powerful tools for studying the formation and evolution of structure in the universe but require extreme computational resources. Here, we train a convolutional neural network to use a cheaper N-body-only simulation to reconstruct the baryon hydrodynamic variables (density, temperature, and velocity) on scales relevant to the Lyman-$\alpha$ (Ly$\alpha$) forest, using data from Nyx simulations. We show that our method enables rapid estimation of these fields at a resolution of $\sim$20kpc, and captures the statistics of the Ly$\alpha$ forest with much greater accuracy than existing approximations. Because our model is fully-convolutional, we can train on smaller simulation boxes and deploy on much larger ones, enabling substantial computational savings. Furthermore, as our method produces an approximation for the hydrodynamic fields instead of Ly$\alpha$ flux directly, it is not limited to a particular choice of ionizing background or mean transmitted flux.
13 pages, 11 figures
Generating large volume hydrodynamical simulations for cosmological observables is a computationally demanding task necessary for next generation observations. In this work, we construct a novel fully convolutional variational auto-encoder (VAE) to synthesize hydrodynamic fields conditioned on dark matter fields from N-body simulations. After training the model on a single hydrodynamical simulation, we are able to probabilistically map new dark matter only simulations to corresponding full hydrodynamical outputs. By sampling over the latent space of our VAE, we can generate posterior samples and study the variance of the mapping. We find that our reconstructed field provides an accurate representation of the target hydrodynamical fields as well as a reasonable variance estimates. This approach has promise for the rapid generation of mocks as well as for implementation in a full Bayesian inverse model of observed data.
19 pages, 11 figures, accepted for publication in the Astrophysical Journal
Radial migration is an important process in the evolution of the Galactic disk. The metallicity gradient of open clusters and its outliers provide an effective way to probe for this process. In this work, we compile metallicity, age, and kinematic parameters for 225 open clusters and carry out a quantitative analysis of radial migration via the calculated migration distances. Based on clusters with age $< 0.5$ Gyr, we obtain the present-day metallicity gradient of $-0.074 \pm 0.007$ dex/kpc. Along this gradient distributes three sequences, and clusters in the upper, the middle, and the lower groups are found to be old outward-migrators, in-situ clusters, and inward-migrators, respectively. The migration distance increases with age, but its most effective time is probably less than 3 Gyr. The metallicity gradient breaks out at $R_g$ (guiding center radius) $\sim11.5$ kpc, which is caused by the lack of young open clusters in the outer disk and the presence of old outward-migrators in the upper sequence. It shows that this boundary is related to the different effects of radial migration between the inner and outer disks. We also found many special open clusters in and near the outer disk of $R > 11$ kpc and a steeper metallicity gradient from the inner disk of $R_g < 7$ kpc, which tells a complicated evolution history of the Galactic disk by different effects of stellar radial migration.
18 pages, 12 figures, 4 tables. Submitted to MNRAS. Comments welcome
Accepted for publication in AJ
25 pages, 14 figures. Accepted for publication in MNRAS
20 pages, 16 figures, submitted to MNRAS, comments welcome
28 pages, 12 figures, published in Reviews of Modern Plasma Physics
17 pages, 11 figures, XVI SOCHIAS Annual Meeting, and APS conference 2021: Neutron starquakes caused by spindown
15 pages, 6 figures, 5 tables. Accepted to MNRAS
23 pages (+appendix), 10 figures, submitted to ApJ. Video of Antlia 2 tidal disruption here: this https URL
20 pages, 16 figures
32 pages, 31 figures, 7 tables. Accepted for publication in ApJ
21 pages, 15 figures
21 pages, 12 figures, seven tables; accepted to AJ
11 pages, 5 figures. Accepted for publication in MNRAS
11 figures, 14 tables, 75 pages; higher quality maps appear in the published version
31 pages, 24 figures. accepted for publication in The Astrophysical Journal. for associated python code, see this https URL
11 pages, 10 figures
Accepted for publication in ApJ
19 pages,31 figures, accepted by AJ
Accepted for publication in MNRAS
MNRAS, 5 pages,3 figures
10 pages, 6 figures, 1 table, submitted to ApJL
19 pages, 12 figures, 3 tables. Accepted for publication in PRC
14 pages, 8 figures, accepted for publication in PASJ
5 pages, 6 figures
15 pages, 11 captioned figures. Accepted for publication in PRD
18 pages, 9 figures
BRITE-Constellation was designed, built, launched, and is operated and supported by the Austrian Research Promotion Agency, the University of Vienna, the Technical University of Graz, the University of Innsbruck, the Canadian Space Agency, the University of Toronto Institute for Aerospace Studies, the Foundation for Polish Science and Technology and the National Science Centre. 23 figures
24 Pages, 15 Figures, 4 Tables
Accepted for publication in MNRAS, 12 pages, 11 figures, 4 tables
Accepted for publication in the MNRAS
20 pages, 11 figures, accepted for publication in Astronomy and Astrophysics
Accepted for publication in MNRAS, 17 pages, 12 figures
20 pages, 14 figures, 6 tables
4 figures
Accepted by MNRAS (June 24th, 2021)
Accepted for publication in A&A (June 22, 2021). 18 pages, 9 figures, 2 tables, plus appendices (16 pages, 18 figures, 3 tables)
Accepted in MNRAS. 21 pages (18 + 3 in appendix). 9 figures. Include online only appendix of the published version
Submitted to MNRAS on June 7th
16 pages, 17 figures
93 pages,37 figures. Accepted in Astronomy & Astrophysics Review
24 pages, 7 figures, 7 tables, A&A accepted
30 pages, 10 figures
14 pages, 12 figures
Doctoral thesis, 95 pages, 54 figures
Submitted to the Astrophysical Journal
31 pages, 10 figures and 3 tables, submitted
Accepted for publication in Astronomy & Astrophysics (7 pages, 7 figures). arXiv admin note: text overlap with arXiv:2007.07285
21 pages, 13 figures
17 pages, 11 figures, 8 tables. Comments are welcomed!
15 pages, 3 figures
7+12 pages, 4+11 figures
5 pages, 1 table, 1 figure
13 pages
This paper is dedicated to the memory of John D. Barrow
23 pages, 7 figures
15 pages, 7 figures