astro-ph.EP · 2026-06-11 · No. 20
Earth and Planetary Astrophysics, 2026-06-11.
1 new papers in astro-ph.EP. Titles, authors,
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01 — The papers
1 entries-
01
Machine-learning clustering of close-in exoplanet populations: links to pebble accretion
Yi Duann, Anders Johansen, Haiyang S. Wang, H. Jens Hoeijmakers
astro-ph.EP · astro-ph.IM · cs.LG
Close-in exoplanets exhibit a wide range of orbital architectures and physical properties shaped by both formation conditions and migration processes. Although population-synthesis models predict distinct planetary populations, establishing a quantitative connection between observed exoplanets and synthetic populations remains challenging. We investigate the intrinsic organisation of close-in exoplanets using physically motivated dynamical...
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