12 citations · 36 across the 5 of their papers we have counts for
5 papers
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…
Trusted Artificial Intelligence: Towards Certification of Machine Learning Applications
Philip Matthias Winter, Sebastian Eder, Johannes Weissenböck +5
Artificial Intelligence is one of the fastest growing technologies of the 21st century and accompanies us in our daily lives when interacting with technical applications. However,…
Stellar masses from granulation and oscillations of 23 bright red giants observed by BRITE - Constellation
T. Kallinger, P. G. Beck, S. Hekker +11
Context: The study of stellar structure and evolution depends crucially on accurate stellar parameters. The photometry from space telescopes has provided superb data that allowed a…
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…