noether.data.datasets.cfd.emmi_wing.split¶

Classes¶

Wing dataset split with OOD interpolation and extrapolation sets, 1500 inflow design parameter variations.

class noether.data.datasets.cfd.emmi_wing.split.WingParametricSplitIDs(/, **data)¶

Wing dataset split with OOD interpolation and extrapolation sets, 1500 inflow design parameter variations.

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

train: list[int] = [0, 1, 2, 3, 4, 5, 7, 8, 9, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 26, 27, 28, 29, 30,...¶

val: list[int] = [6, 53, 59, 118, 142, 225, 285, 310, 311, 315, 356, 368, 393, 400, 453, 492, 530, 578, 589, 655,...¶

test: list[int] = [38, 39, 115, 228, 263, 277, 297, 331, 389, 434, 459, 485, 546, 558, 564, 574, 585, 614, 629,...¶

test_extrapol: list[int] = [10, 11, 25, 43, 50, 68, 69, 72, 98, 99, 106, 107, 111, 138, 156, 197, 202, 204, 206, 208, 219,...¶

test_interpol: list[int] = [41, 76, 89, 94, 96, 284, 306, 326, 349, 360, 443, 455, 481, 620, 659, 677, 700, 759, 761, 762,...¶

train_subset: list[int] = [86, 166, 169, 172, 190, 223, 265, 281, 295, 317, 320, 359, 395, 432, 468, 494, 517, 548, 560,...¶