23 pages, 15 figures
We use a generic formalism designed to search for relations in high-dimensional spaces to determine if the total mass of a subhalo can be predicted from other internal properties such as velocity dispersion, radius, or star-formation rate. We train neural networks using data from the Cosmology and Astrophysics with MachinE Learning Simulations (CAMELS) project and show that the model can predict the total mass of a subhalo with high accuracy: more than 99% of the subhalos have a predicted mass within 0.2 dex of their true value. The networks exhibit surprising extrapolation properties, being able to accurately predict the total mass of any type of subhalo containing any kind of galaxy at any redshift from simulations with different cosmologies, astrophysics models, subgrid physics, volumes, and resolutions, indicating that the network may have found a universal relation. We then use different methods to find equations that approximate the relation found by the networks and derive new analytic expressions that predict the total mass of a subhalo from its radius, velocity dispersion, and maximum circular velocity. We show that in some regimes, the analytic expressions are more accurate than the neural networks. We interpret the relation found by the neural network and approximated by the analytic equation as being connected to the virial theorem.
Energetic particle transport in the interplanetary medium is known to be affected by magnetic structures. It has been demonstrated for solar energetic particles in near-Earth orbit studies, and also for the more energetic cosmic rays. In this paper, we show observational evidence that intensity variations of solar energetic particles can be correlated with the occurrence of helical magnetic flux tubes and their boundaries. The analysis is carried out using data from Parker Solar Probe orbit 5, in the period 2020 May 24 to June 2. We use FIELDS magnetic field data and energetic particle measurements from the Integrated Science Investigation of the Sun (\isois) suite on the Parker Solar Probe. We identify magnetic flux ropes by employing a real-space evaluation of magnetic helicity, and their potential boundaries using the Partial Variance of Increments method. We find that energetic particles are either confined within or localized outside of helical flux tubes, suggesting that the latter act as transport boundaries for particles, consistent with previously developed viewpoints.
12 pages, 8 figures, accepted to A&A on Sep. 8 2021
Context: To investigate how the content of massive OB stars affects the long-term evolution of young open clusters and their tidal streams, and how such an effect influences the constraint of initial conditions by looking at the present-day observations. Aims: OB stars are typically in binaries, have a strong wind mass loss during the first few Myr, and many become black holes. These affect the dynamical evolution of an open star cluster and impact its dissolution in a given Galactic potential. We investigate the correlation between the mass of OB stars and the observational properties of open clusters. Hyades-like star clusters are well represented in the Solar neighborhood and thus allow comparisons with observational data. Methods: We perform a large number of star-by-star numerical $N$-body simulations of Hyades-like star clusters by using the high-performance $N$-body code \textsc{petar} combined with \textsc{galpy}. We also developed the tool to transfer the simulation data to mock observations of Gaia. Results: We find that OB stars and black holes have a major effect on star cluster evolution. Star clusters with the same initial conditions, but a different initial content of OB stars, follow very different evolutionary paths. Thus, the initial total mass and radius of an observed star cluster cannot be unambiguously determined unless the initial content of OB stars is known. We show that the stellar counts in the corresponding tidal tails, that can be identified in the Gaia data, help to resolve this issues. We thus emphasise the importance of exploring not only star-clusters, but also their corresponding tidal tails. These findings are relevant for studies of the formation of massive stars.
20 pages, 10 figures
We present the timing system and the performances of the three payloads onboard the Insight-Hard X-ray Modulation Telescope (Insight-HXMT). Insight-HXMT carries three main payloads onboard: the High Energy X-ray telescope (HE, 20-250 keV), the Medium Energy X-ray telescope (ME, 5-30 keV) and the low Energy X-ray telescope (LE, 1-10 keV). We have reported the results of time-cumulative pulse profiles and period evolution using long-term monitoring data of the Crab pulsar. To compare the measurement of the time of arrivals (ToAs) on Crab pulsar, we use the quasi-simultaneous Crab observation with the X-ray Timing Instrument (XTI) on-board the Neutron star Interior Composition Explorer (NICER). The systematic errors of the timing system are determined to be 12.1 {\mu}s, 8.6 {\mu}s, and 15.8 {\mu}s for HE, ME and LE respectively. The timing offsets are delayed with respect to NICER about 24.7 {\mu}s, 10.1 {\mu}s and 864.7 {\mu}s for HE, ME and LE respectively.
18 pages, 16 figures, accepted for publication in MNRAS. The model code is available at this https URL
23 pages, 26 figures, and 12 tables. Accepted for publication in A&A
22 pages, 8 figures, 4 tables, accepted fo publication in ApJ
28 pages, 16 figures, submitted to A&A
15 pages, 10 figures, submitted to MNRAS
28 pages, 11 figures, accepted for publication in A&A
11 pages, 7 figures, submitted to MNRAS
5 pages and 2 figures
15 Pages, 8 Figures, 3 Tables. Will be submitted to the Astrophysical Journal. Comments welcome
Submitted to ApJ. Feedback welcome
Submitted to MNRAS Sept. 3, 2021
Accepted for publication in AJ, 28 pages, 13 figures, 5 tables
Accepted for publication by MNRAS
Submitted to PSJ. Feedback sought and gratefully received. 19 pages, 7 figures, 1 table
5 pages, 4 figures, submitted to MNRAS Letter
11pages,11 figures
10 pages, 6 Figures, 1 Table. Submitted to MNRAS
9 pages, 5 figures
Astrophysical Journal, in press, 13 figures, 3 tables
Accepted for publication in Astronomy & Astrophysics
16 pages, 11 figures, Accepted for publication in A&A
12 pages, 6 figures, 3 tables; accepted for publication in Astronomy & Astrophysics
21 pages
14 pages, 10 figures, accepted for A&A
ASP2020 Conference Proceedings; 4 pages
Accepted to ApJ
14 pages, 11 figures
8 pages, 4 figures, Contribution to the Proceedings of the 37th International Cosmic Ray Conference (ICRC 2021), Berlin, Germany
15 pages, accepted in A&A
12 pages, 8 figures. 2 YouTube videos here: this https URL
6 pages
9 pages, 4 figures, 1 table, accepted for publication in The Astrophysical Journal
23 pages, 11 figures
29 pages, 16 figures, 4 tables; accepted by ApJ; full electronic tables and all Figure Set plots are available as ancillary files
15 pages, FORGE emulator code publicly available from this https URL
11 pages, 6 figures, accepted for publication in MNRAS
27 pages, 13 figures
5 pages + references, 2 figures. Includes supplementary material (11 pages, 5 figures). Code available at this https URL
5 pages, 3 figures
25 pages, 2 tables, 1 figure
5 pages revtex4 + Supplementary Material, 4 figures
7 pages, 4 figures, 2 tables
14 + 2 pages, 5 figures