8 pages, 2 figures, accepted for ICML 2023 Workshop on Machine Learning for Astrophysics
Using a large sample of galaxies taken from the Cosmology and Astrophysics with MachinE Learning Simulations (CAMELS) project, a suite of hydrodynamic simulations varying both cosmological and astrophysical parameters, we train a normalizing flow (NF) to map the probability of various galaxy and halo properties conditioned on astrophysical and cosmological parameters. By leveraging the learnt conditional relationships we can explore a wide range of interesting questions, whilst enabling simple marginalisation over nuisance parameters. We demonstrate how the model can be used as a generative model for arbitrary values of our conditional parameters; we generate halo masses and matched galaxy properties, and produce realisations of the halo mass function as well as a number of galaxy scaling relations and distribution functions. The model represents a unique and flexible approach to modelling the galaxy-halo relationship.
40 pages, 15 figures
A concise review is given on the past two decades' results from laboratory experiments on collisionless magnetic reconnection in direct relation with space measurements, especially by Magnetospheric Multiscale (MMS) mission. Highlights include spatial structures of electromagnetic fields in ion and electron diffusion regions as a function of upstream symmetry and guide field strength; energy conversion and partition from magnetic field to ions and electrons including particle acceleration; electrostatic and electromagnetic kinetic plasma waves with various wavelengths; and plasmoid-mediated multiscale reconnection. Combined with the progress in theoretical, numerical, and observational studies, the physics foundation of fast reconnection in colisionless plasmas has been largely established, at least within the parameter ranges and spatial scales that were studied. Immediate and long-term future opportunities based on multiscale experiments and space missions supported by exascale computation are discussed, including dissipation by kinetic plasma waves, particle heating and acceleration, and multiscale physics across fluid and kinetic scales.
23 pages, 16 figures, 2 tables; submitted to ApJ
We present the results of a systematic study of the rest-frame optical morphology of quiescent galaxies at $z \geq 3$ using the Near-Infrared Camera (NIRCam) onboard $JWST$. Based on a sample selected by $UVJ$ color or $NUVUVJ$ color, we focus on 26 quiescent galaxies with $9.8<\log{(M_\star/M_\odot)}<11.4$ at $2.8<z_{\rm phot}<4.6$ with publicly available $JWST$ data. Their sizes are constrained by fitting the S\'ersic profile to all available NIRCam images. We see a negative correlation between the observed wavelength and the size in our sample and derive their size at the rest-frame $0.5\, {\rm \mu m}$ taking into account this trend. Our quiescent galaxies show a significant correlation between the rest-frame $0.5\, {\rm \mu m}$ size and the stellar mass at $z\geq3$. The analytical fit for them at $\log{(M_\star/M_\odot)}>10.3$ implies that our size - stellar mass relations are below those at lower redshifts, with the amplitude of $\sim0.6\, {\rm kpc}$ at $M_\star = 5\times 10^{10}\, M_\odot$. This value agrees with the extrapolation from the size evolution of quiescent galaxies at $z<3$ in the literature, implying that the size of quiescent galaxies increases monotonically from $z\sim3-5$. Our sample is mainly composed of galaxies with bulge-like structures according to their median S\'ersic index and axis ratio of $n\sim3-4$ and $q\sim0.6-0.8$, respectively. On the other hand, there is a trend of increasing fraction of galaxies with low S\'ersic index, suggesting $3<z<5$ might be the epoch of onset of morphological transformation with a fraction of very notable disky quenched galaxies.
21 pages, 11 figures, 4 tables, submitted to AJ
Observations and statistical studies have shown that giant planets are rare around M dwarfs compared with Sun-like stars. The formation mechanism of these extreme systems remains under debate for decades. With the help of the TESS mission and ground based follow-up observations, we report the discovery of TOI-4201b, the most massive and densest hot Jupiter around an M dwarf known so far with a radius of $1.22\pm 0.04\ R_J$ and a mass of $2.48\pm0.09\ M_J$, about 5 times heavier than most other giant planets around M dwarfs. It also has the highest planet-to-star mass ratio ($q\sim 4\times 10^{-3}$) among such systems. The host star is an early-M dwarf with a mass of $0.61\pm0.02\ M_{\odot}$ and a radius of $0.63\pm0.02\ R_{\odot}$. It has significant super-solar iron abundance ([Fe/H]=$0.52\pm 0.08$ dex). However, interior structure modeling suggests that its planet TOI-4201b is metal-poor, which challenges the classical core-accretion correlation of stellar-planet metallicity, unless the planet is inflated by additional energy sources. Building on the detection of this planet, we compare the stellar metallicity distribution of four planetary groups: hot/warm Jupiters around G/M dwarfs. We find that hot/warm Jupiters show a similar metallicity dependence around G-type stars. For M dwarf host stars, the occurrence of hot Jupiters shows a much stronger correlation with iron abundance, while warm Jupiters display a weaker preference, indicating possible different formation histories.
38 pages, 16 figures, regular paper submitted to Astronomy & Astrophysics
Accepted for the URSI GASS 2023, Sapporo, japan, 19-26 August 2023. 4 pages, 4 figures
11 pages, 5 figures, 3 tables. Submitted, under review
17 pages, 7 figures. Accepted for publication in ApJ
58+21 pages, 22 figures; companion paper to arXiv:2307.03221
24 pages, 15 figures. Comments are welcome
20 pages, 4 MB, accepted for publication in ApJ
21 pages, 6 figures, 3 tables, Submitted
23 pages double-spaced, 12 figures. arXiv admin note: text overlap with arXiv:2307.01279
Accepted at The Astronomical Journal; 15 pages, 7 figures
27 pages, 21 figures. resubmitted to ApJ after the first report. Catalogs for gas masses available at this https URL
accepted for publication in ApJS
95 pages, 19 figures. Accepted for publication in PSJ
12 pages, 5 figures, submmited the revised version on June 17th
11 pages, 4 figures
8 pages, 4 figures, 1 table
12 pages, 6 figures, 2 tables, matches version published in ApJL
20 pages, 11 figures
13 pages, 5 figures, 2 tables. Accepted to ApJS
28 pages, 16 figures, 3 tables
42 pages, 24 figures, 6 tables. Accepted for publications in PASA
27 Pages, 14 Figures, submitted to JATIS
11 pages, 7 figures
10 pages, 3 figures
16 pages, 14 figures, 2 tables, submitted to MNRAS, comments welcome, movies here: this https URL
13 pagers, 13 figures, 4 tables. Submitted to A&A
11 pages, 11 figures
17 pages, 6 figures
accepted in MNRAS
4 pages, 1 figure. Accepted for publication in MNRAS Letters
10 pages main text, 6 figures, 2 tables
9 pages, 10 figures. Submitted to MNRAS
11 pages, 3 figures
22 pages, 17 figures, 8 tables. Prepared for submission to MNRAS
Lectures notes prepared for the ICCUB School 2023 on Primordial Black holes in the University of Barcelona. Comments and corrections are welcome
33 pages, 5 figures, 2 tables; comments are welcome; code at this https URL
Submitted to Phys. Rev. C
8 pages, 4 figures
14 pages, 10 figures
5 pages+appendices, 2 figures