From: Machine learning applied to simulations of collisions between rotating, differentiated planets
Dataset | Type | Collisions | Models | \(v_{\infty }\) (\(\mathrm{v}_{\mathrm{esc}}\)) |
---|---|---|---|---|
12D_LHS10K | ARSM | 10,000 | 20,000 | 1–10 |
12D_LHS500 | LHS | 500 | 1000 | 1–10 |
12D_LHS200 | LHS | 200 | 400 | 1–10 |
12D_LHSLOW | LHS | 3384 | 6768 | 0.1–1 |
6D_LHS500 | LHS | 500 | 1000 | 1–10 |
4D_LHS500 | LHS | 500 | 1000 | 1–10 |
all | Composite | 14,856 | 29,712 | 0.1–10 |
train | Composite | 11,884 | 23,768 | 0.1–10 |
test | Composite | 2972 | 5944 | 0.1–10 |