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Datasets:
PhysArena
/
2D_Multiscale_Hyperelasticity

Tasks:
Graph Machine Learning
Modalities:
Time-series
Formats:
parquet
Size:
1K - 10K
ArXiv:
Tags:
physics learning
geometry learning
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pandas
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2D_Multiscale_Hyperelasticity
File size: 731 Bytes 
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constant_features: []
input_features:
- Base_2_2/Zone/Elements_TRI_3/ElementConnectivity
- Base_2_2/Zone/Elements_TRI_3/ElementRange
- Base_2_2/Zone/GridCoordinates/CoordinateX
- Base_2_2/Zone/GridCoordinates/CoordinateY
- Base_2_2/Zone/ZoneBC/Ext_bound/PointList
- Base_2_2/Zone/ZoneBC/Holes/PointList
- Global/C11
- Global/C12
- Global/C22
name: regression
output_features:
- Base_2_2/Zone/PointData/P11
- Base_2_2/Zone/PointData/P12
- Base_2_2/Zone/PointData/P21
- Base_2_2/Zone/PointData/P22
- Base_2_2/Zone/PointData/psi
- Base_2_2/Zone/PointData/u1
- Base_2_2/Zone/PointData/u2
- Global/effective_energy
score_function: RRMSE
task: regression
test_split:
  test: all
train_split:
  train: all
version: 0.1.13.dev1+gb350f274a