28 pages, 24 figures, 2 tables, submitted to ApJ, comments are welcome
We present high-resolution, three-dimensional hydrodynamic simulations of the fueling of supermassive black holes in elliptical galaxies from a turbulent medium on galactic scales, taking M87* as a typical case. The simulations use a new GPU-accelerated version of the Athena++ AMR code, and span more than 6 orders of magnitude in radius, reaching scales similar to the black hole horizon. The key physical ingredients are radiative cooling and a phenomenological heating model. We find that the accretion flow takes the form of multiphase gas at radii less than about a kpc. The cold gas accretion includes two dynamically distinct stages: the typical disk stage in which the cold gas resides in a rotationally supported disk and relatively rare chaotic stages ($\lesssim 10\%$ of the time) in which the cold gas inflows via chaotic streams. Though cold gas accretion dominates the time-averaged accretion rate at intermediate radii, accretion at the smallest radii is dominated by hot virialized gas at most times. The accretion rate scales with radius as $\dot{M}\propto r^{1/2}$ when hot gas dominates and we obtain $\dot{M}\simeq10^\mathrm{-4}-10^\mathrm{-3}\,M_\odot\,\mathrm{yr^{-1}}$ near the event horizon, similar to what is inferred from EHT observations. The orientation of the cold gas disk can differ significantly on different spatial scales. We propose a subgrid model for accretion in lower-resolution simulations in which the hot gas accretion rate is suppressed relative to the Bondi rate by $\sim (r_\mathrm{g}/r_{\rm Bondi})^{1/2}$. Our results can also provide more realistic initial conditions for simulations of black hole accretion at the event horizon scale.
We use physics informed neural networks (PINNs) to solve the radiative transfer equation and calculate a synthetic spectrum for a Type Ia supernova (SN~Ia) SN 2011fe. The calculation is based on local thermodynamic equilibrium (LTE) and 9 elements are included. Physical processes included are approximate radiative equilibrium, bound-bound transitions, and the Doppler effect. A PINN based gamma-ray scattering approximation is used for radioactive decay energy deposition. The PINN synthetic spectrum is compared to an observed spectrum, a synthetic spectrum calculated by the Monte-Carlo radiative transfer program TARDIS, and the formal solution of the radiative transfer equation. We discuss the challenges and potential of this deep-learning based radiative transfer equation solver. In fact, PINNs offer the prospect of simultaneous solution of the atmosphere problem for both radiation field and thermal state throughout spacetime. We have made modest steps to realizing that prospect with our calculations which required many approximations in order to be feasible at this point in the development of PINN atmosphere solutions.
Nature Astronomy invited review
21 pages, 13 figures, to be submitted to MNRAS
21 pages, 10 figures, 3 tables. Submitted for publication at the Astrophysical Journal. Comments welcome
32 pages, 16 figures. Submitted to ApJ, comments welcome
33 pages, 6 figures. Published in Science (11 November 2022). This is the accepted version which includes 20 pages of Supplementary Materials
68 pages, 12 figures. Published in Nature Astronomy on December 16 2021. Main draft and Supplementary information are included in a single file. Full-text access to a view-only version of the paper via : this https URL
Accepted to AJ 11/08/2022
29 pages, 18 figures, submitted to ApJ
SPIE Astronomical Telescopes + Instrumentation, 2022
3 pages, 1 figure, meeting report for Nature Astronomy
21 pages, 15 figures, 4 tables; submitting to PRD
accepted in Icarus
27 pages, 12 figures
26 pages, 12 figures, accepted for publication in Reviews of Modern Plasma Physics
23 pages, 11 figures; submitted to ApJ
26 pages, 16 figures, 1 table, accepted for publication in ApJS
accepted for publication in A&A
Accepted to ApJ
9 pages, 4 figures; Phys. Lett. B (in press)
6 pages, 3 figures
3 pages, 4 figures, to be published in the International Astronomical Union Proceedings Series for the IAU GA 2022 (Astronomy in Focus, Focus Meeting 4, ed. Jos\'e Espinosa)
19 pages, 12 figures and 1 table
11 pages, 12 figures, 2 tables, accepted for publication in Astronomy & Astrophysics
22 pages, 14 figures, 4 tables, comments welcome
11 pages, 7 figures, and 1 animation. Accepted for publication in The Astrophysical Journal Letters
14 pages, 8 figures. Accepted by MNRAS
Appear in Proceedings of IAUGA 2022 Focus Meeting 5 "Beyond the Goldilocks Zone: the Effect of Stellar Magnetic Activity on Exoplanet Habitability" H. Korhonen, J. Espinosa & M. Smith-Spanier eds
37 pages, 26 figures, Review article, Accepted for publication in the Special Issue of Journal of Astrophysics and Astronomy on "Indian Participation in the SKA"
Accepted at NeurIPS 2022 Machine Learning and the Physical Sciences workshop
To be published in ApJ
14 pages, 12 figures with appendix of 2 pages and 1 figure. Accepted for publication in A&A
19 pages, 11 figures, 9 tables, accepted for publication in A&A
14 pages, 10 figures, 1 table. Accepted for publication in The Astrophysical Journal
15 pages (+ 5 appendix), 10 figures, 3 tables, submitted to A&A
12 pages + appendices and bibliography, 5 figures, 1 table
17 pages, 9 figures, submitted to MNRAS
24 pages, 12 figures; Accepted for publication in MNRAS
23 pages, 11 figures, 5 tables
Paper accepted in Astronomy and Astrophysics on 10 November 2022
9 pages, 4 figures
5 figures, 13 pages. Accepted for publication in ApJ Letters. Supplementary material available at this https URL
117 pages, 39 figures, 555 references; to appear as invited book chapter in "Listening to the dark Universe: black holes in the era of gravitational-wave astronomy"; comments warmly welcome
22 pages, 15 figures, comments welcome, simulations available upon request
18 pages, 12 figures. Accepted for publication in MNRAS
26 pages, 6 figures
13 pages, 16 figures, Manuscript presented at the 73rd International Astronautical Congress, IAC 2022, Paris, France, 18 - 22 September 2022
16 pages, 3 appendices, 6 figures
16 pages, 8 figures. Comments are welcome. Code available online at this http URL
invited Perspective for Science
24 pages, 11 figures
Submitted to APJ
7 pages, 4 figures