108 citations · 136 across the 2 of their papers we have counts for
2 papers
astro-ph.EP2020★ 108 cited
Predicting the long-term stability of compact multiplanet systems
Daniel Tamayo, Miles Cranmer, Samuel Hadden +11
We combine analytical understanding of resonant dynamics in two-planet systems with machine learning techniques to train a model capable of robustly classifying stability in compac…
astro-ph.EP2020★ 28 cited
Fundamental limits from chaos on instability time predictions in compact planetary systems
Naireen Hussain, Daniel Tamayo
Instabilities in compact planetary systems are generically driven by chaotic dynamics. This implies that an instability time measured through direct N-body integration is not exact…