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Found 3 papers, 2 papers with code
Residual Neural Networks for the Prediction of Planetary Collision Outcomes
We formulate the ML task as a multi-task regression problem, allowing simple, yet efficient training of ML models for collision treatment in an end-to-end manner.
Scaling laws for the geometry of an impact-induced magma ocean
Here, we develop scaling laws for (1) the distribution of impact-induced heat within the mantle and (2) shape of the impact-induced melt based on more than 100 smoothed particle hydrodynamic (SPH) simulations.
Earth and Planetary Astrophysics
Decision-making for automated vehicles using a hierarchical behavior-based arbitration scheme
Inspired by these approaches, we propose a hierarchical behavior-based architecture for tactical and strategical behavior generation in automated driving.
Robotics
