439 citations · 1.9k across the 24 of their papers we have counts for
3 papers · 1 filter
Automated crater shape retrieval using weakly-supervised deep learning
Mohamad Ali-Dib, Kristen Menou, Alan P. Jackson +2
Crater ellipticity determination is a complex and time consuming task that so far has evaded successful automation. We train a state of the art computer vision algorithm to identif…
Oort cloud asteroids: Collisional evolution, the Nice Model, and the Grand Tack
Andrew Shannon, Alan P. Jackson, Mark C. Wyatt
If the Solar system had a history of planet migration, the signature of that migration may be imprinted on the populations of asteroids and comets that were scattered in the planet…
Can a machine learn the outcome of planetary collisions?
Diana Valencia, Emaad Paracha, Alan P. Jackson
Planetary-scale collisions are common during the last stages of formation of solid planets, including the Solar system terrestrial planets. The problem of growing planets has been…