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On the identificati...
On the identification of the first two young asteroid families in g-type non-linear secular resonances
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- Carruba, V. (author)
- Universidade Estadual Paulista (UNESP),São Paulo State University (UNESP)
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Aljbaae, S. (author)
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Knežević, Z. (author)
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- Mahlke, M. (author)
- Institut d'Astrophysique Spatiale
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- Masiero, J. R. (author)
- California Institute of Technology (Caltech)
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- Roig, F. (author)
- Observatorio Nacional
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- Domingos, R. C. (author)
- Universidade Estadual Paulista (UNESP),São Paulo State University (UNESP)
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Huaman, M. (author)
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- Alves, A. (author)
- Universidade Estadual Paulista (UNESP),São Paulo State University (UNESP)
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- Martins, B. S. (author)
- Universidade Estadual Paulista (UNESP),São Paulo State University (UNESP)
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Caritá, G. (author)
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- Lourenço, M. (author)
- Universidade Estadual Paulista (UNESP),São Paulo State University (UNESP)
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- Cvetkovic Destouni, Sofia, 1996 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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(creator_code:org_t)
- 2024
- 2024
- English.
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In: Monthly Notices of the Royal Astronomical Society. - 0035-8711 .- 1365-2966. ; 528:1, s. 796-814
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Abstract
Subject headings
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- Linear secular resonances happen when there is a commensurability between the precession frequency of the pericenter, g, or longitude of the node, s, of an asteroid and a planet. Non-linear resonances are higher order combinations of these frequencies. Here, we studied the three most diffusive g-type non-linear secular resonances using Artificial Neural Networks. We identified a population of more than 2100 resonant objects in the g − 2g6 + g5 and g − 3g6 + 2g5 resonances. This allows the creation of a Convolutional Neural Network model for the g − 2g6 + g5 resonance, able to predict the status of several thousands of asteroids in seconds. We identified 12 new possible dynamical groups among the resonant population, including the 5507 and 170776 families, which have both estimated ages of less than 7 Myr. These are the two first-ever identified young families in resonant configurations of the investigated resonances, which allows for setting limits on their original ejection velocity field.
Subject headings
- NATURVETENSKAP -- Fysik -- Den kondenserade materiens fysik (hsv//swe)
- NATURAL SCIENCES -- Physical Sciences -- Condensed Matter Physics (hsv//eng)
Keyword
- minor planets, asteroids: individual
- astronomical data bases: miscellaneous
- minor planets, asteroids: general
Publication and Content Type
- art (subject category)
- ref (subject category)
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- By the author/editor
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Carruba, V.
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Aljbaae, S.
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Knežević, Z.
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Mahlke, M.
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Masiero, J. R.
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Roig, F.
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show more...
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Domingos, R. C.
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Huaman, M.
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Alves, A.
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Martins, B. S.
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Caritá, G.
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Lourenço, M.
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Cvetkovic Destou ...
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show less...
- About the subject
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Physical Science ...
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and Condensed Matter ...
- Articles in the publication
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Monthly Notices ...
- By the university
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Chalmers University of Technology