Data Files

• Input Data to the 3D CNN model (Independent variables/Predictor Variables):

  • 𝑥,𝑦, 𝑧 deviations of 8047 nodes generated as output from the VRM (Eg files: output_halo_x.csv, output_halo_y.csv, output_halo_z.csv)

  • These correspond to the output of the VRM simulation software

• Output Data of the 3D CNN model (Dependent Variables/Predicted Variables):

  • Process parameters (KCCs) (Files: initial_samples_halo.csv)

  • These correspond as input to the VRM simulation software

• Mapping Files to map deviation nodes to Voxel locations (64*64*64)

  • Voxel index (𝑖,𝑗,𝑘) for each node (𝑥,𝑦,𝑧) (File: voxel_mapping_halo_64.csv)

• Nominal Cloud of Point with node ID

  • Node nominal location in 3D Space (File: nominal_cop_halo.csv)