TL;DR
Kepler multi-planet systems tend to have similar planets within each system in terms of mass and radius, indicating a level of predictability in planet formation based on stellar properties.
Contribution
This study reveals intra-system uniformity in planet mass and radius, highlighting the dominant role of system-to-system variance and potential predictability in planet formation.
Findings
Planets within the same system are more similar than random sampling would suggest.
Stellar mass and metallicity explain about 20% of the variation in planetary system outcomes.
Intra-system variance exceeds inter-system variance, emphasizing system-specific formation processes.
Abstract
The widespread prevalence of close-in, nearly coplanar super-Earth- and sub-Neptune-sized planets in multiple-planet systems was one of the most surprising results from the Kepler mission. By studying a uniform sample of Kepler "multis" with mass measurements from transit timing variations (TTVs), we show that a given planetary system tends to harbor a characteristic type of planet. That is, planets in a system have both masses and radii that are far more similar than if the system were assembled randomly from planets in the population. This finding has two important ramifications. First, the large intrinsic compositional scatter in the planet mass-radius relation is dominated by system-to-system variance rather than intra-system variance. Second, if provided enough properties of the star and primordial protoplanetary disk, there may be a substantial degree of predictability in the…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Code & Models
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
