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Simulations, Data Analysis and Algorithms

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Figure 13 | Computational Astrophysics and Cosmology

Figure 13

From: Machine learning applied to simulations of collisions between rotating, differentiated planets

Figure 13

Sobol’ indices. The Sobol’ index is a sensitivity metric that quantifies the contribution of each pre-impact parameter in determining the value of a given post-impact quantity. For all post-impact properties, the Sobol’ analysis indicates that the geometry of the impact is important in determining the outcome. Additionally, for parameters related to the post-impact rotation, the pre-impact rotational states of the target and projectile are also important

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