12 citations · 36 across the 5 of their papers we have counts for
3 papers · 1 filter
Residual Neural Networks for the Prediction of Planetary Collision Outcomes
Philip M. Winter, Christoph Burger, Sebastian Lehner +3
Fast and accurate treatment of collisions in the context of modern N-body planet formation simulations remains a challenging task due to inherently complex collision processes. We…
Protoplanet Collisions: Statistical Properties of Ejecta
Samuele Crespi, Ian Dobbs-Dixon, Nikolaos Georgakarakos +4
The last phase of the formation of rocky planets is dominated by collisions among Moon- to Mars-sized planetary embryos. Simulations of this phase need to handle the difficulty of…
Analysis of close encounters with Ganymede and Callisto using a genetic n-body algorithm
Philip M. Winter, Mattia A. Galiazzo, Thomas I. Maindl
In this work we describe a genetic algorithm which is used in order to study orbits of minor bodies in the frames of close encounters. We find that the algorithm in combination wit…