Datasets:

Modalities:
Tabular
Formats:
parquet
Libraries:
Datasets
pandas
thermoelastic_2d_v0 / README.md
gapaza's picture
Upload dataset
10bd8a3 verified
metadata
dataset_info:
  features:
    - name: design
      dtype: 'null'
    - name: strain
      sequence:
        sequence: float64
    - name: vm_stress
      sequence:
        sequence: float64
    - name: fixed_elements
      sequence:
        sequence: float64
    - name: force_elements_x
      sequence:
        sequence: float64
    - name: force_elements_y
      sequence:
        sequence: float64
    - name: heatsink_elements
      sequence:
        sequence: float64
    - name: volume_fraction
      dtype: float64
    - name: structural_compliance
      dtype: float16
    - name: thermal_compliance
      dtype: float16
    - name: optimal_design
      sequence:
        sequence: float64
    - name: nelx
      dtype: float64
    - name: nely
      dtype: float64
    - name: volfrac
      dtype: float64
    - name: rmin
      dtype: float64
    - name: weight
      dtype: float64
  splits:
    - name: train
      num_bytes: 138748800
      num_examples: 600
    - name: val
      num_bytes: 46249600
      num_examples: 200
    - name: test
      num_bytes: 46249600
      num_examples: 200
  download_size: 22560947
  dataset_size: 231248000
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: val
        path: data/val-*
      - split: test
        path: data/test-*