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Table 1 Pre-impact parameters. Each collision in the dataset is uniquely defined by a set of 12 parameters. These parameters define the geometry of the collision and the physical characteristics, rotations, and orientations of the bodies involved in the collision. The subscripts ∞, targ, and proj refer to the asymptotic, target, and projectile values, respectively. The unit \(R_{\mathrm{grav}}\) corresponds to maximum asymtotic impact parameter that will result in a collision

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

Parameter

Range

Unit

Description

\(M_{\mathrm{tot}}\)

0.1–2

\(\mathrm{M}_{\oplus }\)

Total mass (\(M_{\mathrm{targ}} + M_{\mathrm{proj}}\))

γ

0.1–1

–

Mass ratio (\(M_{\mathrm{proj}} \div M_{\mathrm{targ}}\))

\(b_{\infty }\)

0–1

\(\mathrm{R}_{\mathrm{grav}}\)

Asymptotic impact parameter

\(v_{\infty }\)

0.1–10

\(\mathrm{v}_{\mathrm{esc}}\)

Asymptotic impact velocity

\(F^{\mathrm{core}}_{\mathrm{targ}}\)

0.1–0.9

–

Target core mass fraction

\(\Omega _{\mathrm{targ}}\)

0–0.9

\(\Omega _{\mathrm{crit}}\)

Target rotation rate

\(\theta _{\mathrm{targ}}\)

0–180

deg

Target obliquity

\(\phi _{\mathrm{targ}}\)

0–360

deg

Target azimuth

\(F^{\mathrm{core}}_{\mathrm{proj}}\)

0.1–0.9

–

Projectile core mass fraction

\(\Omega _{\mathrm{proj}}\)

0–0.9

\(\Omega _{\mathrm{crit}}\)

Projectile rotation rate

\(\theta _{\mathrm{proj}}\)

0–180

deg

Projectile obliquity

\(\phi _{\mathrm{proj}}\)

0–360

deg

Projectile azimuth