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astro-ph.EP 1

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2026 1

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UNVERDICTED 1

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Long-Term Dynamical Evolution and Ejection of Near-Earth Asteroids

astro-ph.EP · 2026-04-18 · unverdicted · novelty 6.0

Machine learning classifiers on initial orbital elements and convolutional neural networks on recurrence plots from short integrations classify long-term ejection of near-Earth asteroids with accuracy comparable to full numerical simulations.

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  • Long-Term Dynamical Evolution and Ejection of Near-Earth Asteroids astro-ph.EP · 2026-04-18 · unverdicted · none · ref 13

    Machine learning classifiers on initial orbital elements and convolutional neural networks on recurrence plots from short integrations classify long-term ejection of near-Earth asteroids with accuracy comparable to full numerical simulations.