Machine Learning for Small Bodies in the Solar System

Machine Learning for Small Bodies in the Solar System

Oszkiewicz, Dagmara; Carruba, Valerio; Smirnov, Evgeny

Elsevier - Health Sciences Division

11/2024

328

Mole

9780443247705

Pré-lançamento - envio 15 a 20 dias após a sua edição

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Artificial intelligence and machine learning methods in celestial mechanics
Identification of asteroid families' members
Asteroids inmean-motion resonances
Asteroid families interacting with secular resonances
Neural networks in celestial dynamics: capabilities, advantages, and challenges in orbital dynamics around asteroids
Asteroid spectro-photometric characterization
Machine learning-assisted dynamical classification of trans-Neptunian objects
Identification and localization of cometary activity in Solar System objects withmachine learning
Detectingmoving objects with machine learning
Chaotic dynamics
Conclusions and future developments
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Machine learning; Artificial Intelligence,; Astrostatistics; minor planets; asteroids; Kuiper belt objects; Astronomical databases; Celestial Mechanics; moons