10 pages, 7 figures
Coronal mass ejections (CMEs) are massive solar eruptions, which have a significant impact on Earth. In this paper, we propose a new method, called DeepCME, to estimate two properties of CMEs, namely, CME mass and kinetic energy. Being able to estimate these properties helps better understand CME dynamics. Our study is based on the CME catalog maintained at the Coordinated Data Analysis Workshops (CDAW) Data Center, which contains all CMEs manually identified since 1996 using the Large Angle and Spectrometric Coronagraph (LASCO) on board the Solar and Heliospheric Observatory (SOHO). We use LASCO C2 data in the period between January 1996 and December 2020 to train, validate and test DeepCME through 10-fold cross validation. The DeepCME method is a fusion of three deep learning models, including ResNet, InceptionNet, and InceptionResNet. Our fusion model extracts features from LASCO C2 images, effectively combining the learning capabilities of the three component models to jointly estimate the mass and kinetic energy of CMEs. Experimental results show that the fusion model yields a mean relative error (MRE) of 0.013 (0.009, respectively) compared to the MRE of 0.019 (0.017, respectively) of the best component model InceptionResNet (InceptionNet, respectively) in estimating the CME mass (kinetic energy, respectively). To our knowledge, this is the first time that deep learning has been used for CME mass and kinetic energy estimations.
To be submitted to journal. Comments are welcome
The Event Horizon Telescope (EHT) Collaboration recently published the first images of the supermassive black holes in the cores of the Messier 87 and Milky Way galaxies. These observations have provided a new means to study supermassive black holes and probe physical processes occurring in the strong-field regime. We review the prospects of future observations and theoretical studies of supermassive black hole systems with the next-generation Event Horizon Telescope (ngEHT), which will greatly enhance the capabilities of the existing EHT array. These enhancements will open up several previously inaccessible avenues of investigation, thereby providing important new insights into the properties of supermassive black holes and their environments. This review describes the current state of knowledge for five key science cases, summarising the unique challenges and opportunities for fundamental physics investigations that the ngEHT will enable.
Accepted for publication in ApJ. 17 pages and 9 figures
16 pages, 13 figures, accepted for publication in MNRAS
34 pages, 11 figures
Accepted for publication in Icarus
25 pages, 17 figures, 6 tables
Accepted for publication in Nature Astronomy
27 pages, 22 figures, accepted for publication in A&A
Accepted for publication in A&A, 22 pages, 20 figures
To be submitted to Space Science Reviews, Topical Collection "Strong Gravitational Lensing", eds. J. Wambsganss et al
12 pages + references and appendix, 12 figures, 5 tables
16 pages, 11 figures
11 pages, 7 figures. Accepted by Monthly Notices of the Royal Astronomical Society Journal
28 pages, 11 figures, 11 tables, prepared for submission to a refereed journal
17 pages, 14 figures
12 pages, 5 figures, comments are welcome
16 pages, 9 figures, accepted for publication in ApJ
22 pages, 9 figures, accepted for publication in ApJS
22 pages, 10 figures. Accepted for publication in A&A
39 pages, 14 figures, 4 tables
18 pages, 6 pages, 8 tables
14 pages, 13 figures. Accepted for publication in Monthly Notices of the Royal Astronomical Society
8 pages, 6 figures
9 pages, 8 figures
12 pages, 12 figures, 5 tables, published in AJ
38 pages, 22 figures, Accepted for publication in AJ
20 pages, 8 figures, 1 table. Accepted to Galaxies, comments welcome before proofreading. Mostly based on lectures given at the 50th conferences "Space physics" (Kourovka, Russia) and 14th Serbian Conference on Spectral Line Shapes in Astrophysics (Bajina Basta, Serbia)
10 pages, 4 figures, published in the ApJ
27 pages, 8 figures, 7 tables. Accepted to Photonics
26 pages, 18 figures, 8 tables, Accepted for publication in The Astronomical Journal
25 pages, 3 figures, 3 tables; comments are most welcome
10 pages, 6 figures
Accepted for publication in MNRAS
10 pages, 4 figures, comments are welcome
Accepted in MNRAs. 11 pages, 3 figures
Poster presented at the Annual meeting of the German Astronomical Society, Berlin (2023)
41 pages, 19 figures, 2 tables. Accepted to be published in the Journal of Astronomical Telescopes, Instruments, and Systems
To be submitted to MNRAS. Comments welcome
3 pages, 1 figure, submitted to RNAAS
15 pages, accepted for publication in Astronomy & Astrophysics
accepted for publication in Astronomy & Astrophysics
14 pages, 6 figures
14 Pages, 5 Figures, 4 Tables, Submitted
Accepted for publication in Bulletin de la Soci\'et\'e Royale des Sciences de Li\`ege (BSRSL)
ApJ accepted. 26 pages, 13 figures, 5 appendices. Magnetic field segment catalogs are publicly available at this https URL
16 pages and 10 figures
7 pages, 2 figures
5 pages, 2 figures. Version after addressing referee comments. To appear in Memorie della Societ\`a Astronomica Italiana, in the proceedings of EAS 2022 Symposium S3
MNRAS in press
Accepted to MNRAS
accepted by JATIS
40 pages, 6 figures, accepted review paper on simulations from galaxy to cloud scales, for Frontiers series 'Star Formation: Numerical Simulations And What They Teach Us'
16 pages, 7 figures, 2 tables, accepted in MNRAS
16 pages, published in the Journal of Astronomical Instrumentation
12 pages, 11 figures, 3 tables, submitted to Publication of the Astronomical Society of Australia
12 pages, 13 figures, accepted by PRD
Accepted to A&A
13 pages, 4 figures, 5 tables; accepted in Astronomy and Astrophysics
26 pages, 26 figures, 2 appendices
8 pages
16 pages, 12 figures, accepted for publication in MNRAS
19 pages, 6 figures, accepted for publication in ApJL
18 pages, 12 figures, 1 Table, accepted for publication in the Astrophysical Journal
submitted to ApJ
12 pages, 5 figures, 2tables, will submitted to ApJ. comments welcome
9 pages, 3 figures, 15th European VLBI Network Mini-Symposium and Users' Meeting (EVN2022)
26 pages, 10 figures, 10 tables, 1 appendix
10 figures, 2 tables, accepted by A&A
Accepted in ApJ
21 pages, 22 figures, accepted in Astronomy & Astrophysics
63 pages, 29 Figures, 7 Tables. Accepted in the Astrophysical Journal. Models and data available on this http URL
8 pages, 6 figures, to be published in Astronomy Letters, 49, No.12 (2023)
Will be submitted in two days to allow for comments
4 pages, 4 figures, Proceedings of the Annual meeting of the French Society of Astronomy and Astrophysics
Accepted for publication in A&A
24 pages, 9 figures, accepted for publication in The Astrophysical Journal
17 pages, 9 figures, 4 tables
22 pages, 14 figures, accepted by Astronomy & Astrophysics
12 pages, 17 figures; To be published in the Monthly Notices of the Royal Astronomical Society (MNRAS)
13 pages, 13 figures
15 pages, 12 figures, published in MNRAS, this https URL A summary video is this https URL
Accepted to AJ
13 pages (+56 pages in appendices), 7(+47) figures, 4(+1) tables; to be submitted to ApJ
59 pages, 5 figures
19 pages, 6 figures
56 pages, 27 figures
8 pages, 4 figures, 1 table
9 pages, 8 figures
7 pages, 1 figure, 2 tables. Submitted to ApJL
15 pages, 14 figures
17 pages 11 figures
25 Pages, 12 figures, reproducing code can be found at: this https URL
To be submitted. Abridged abstract. 15 pages + appendix, 1 figure. Comments are welcome
11 pages, one figure