Upload subset 'full_flat'

README.md

@@ -371,6 +371,369 @@ dataset_info:
     num_examples: 276021
   download_size: 377932559
   dataset_size: 676709082
+- config_name: full_flat
+  features:
+  - name: boundary.n_field_periods
+    dtype: float64
+  - name: boundary.is_stellarator_symmetric
+    dtype: bool
+  - name: boundary.r_cos(0, 0)
+    dtype: float64
+  - name: boundary.r_cos(0, 1)
+    dtype: float64
+  - name: boundary.r_cos(0, 2)
+    dtype: float64
+  - name: boundary.r_cos(0, 3)
+    dtype: float64
+  - name: boundary.r_cos(0, 4)
+    dtype: float64
+  - name: boundary.r_cos(1, -4)
+    dtype: float64
+  - name: boundary.r_cos(1, -3)
+    dtype: float64
+  - name: boundary.r_cos(1, -2)
+    dtype: float64
+  - name: boundary.r_cos(1, -1)
+    dtype: float64
+  - name: boundary.r_cos(1, 0)
+    dtype: float64
+  - name: boundary.r_cos(1, 1)
+    dtype: float64
+  - name: boundary.r_cos(1, 2)
+    dtype: float64
+  - name: boundary.r_cos(1, 3)
+    dtype: float64
+  - name: boundary.r_cos(1, 4)
+    dtype: float64
+  - name: boundary.r_cos(2, -4)
+    dtype: float64
+  - name: boundary.r_cos(2, -3)
+    dtype: float64
+  - name: boundary.r_cos(2, -2)
+    dtype: float64
+  - name: boundary.r_cos(2, -1)
+    dtype: float64
+  - name: boundary.r_cos(2, 0)
+    dtype: float64
+  - name: boundary.r_cos(2, 1)
+    dtype: float64
+  - name: boundary.r_cos(2, 2)
+    dtype: float64
+  - name: boundary.r_cos(2, 3)
+    dtype: float64
+  - name: boundary.r_cos(2, 4)
+    dtype: float64
+  - name: boundary.r_cos(3, -4)
+    dtype: float64
+  - name: boundary.r_cos(3, -3)
+    dtype: float64
+  - name: boundary.r_cos(3, -2)
+    dtype: float64
+  - name: boundary.r_cos(3, -1)
+    dtype: float64
+  - name: boundary.r_cos(3, 0)
+    dtype: float64
+  - name: boundary.r_cos(3, 1)
+    dtype: float64
+  - name: boundary.r_cos(3, 2)
+    dtype: float64
+  - name: boundary.r_cos(3, 3)
+    dtype: float64
+  - name: boundary.r_cos(3, 4)
+    dtype: float64
+  - name: boundary.r_cos(4, -4)
+    dtype: float64
+  - name: boundary.r_cos(4, -3)
+    dtype: float64
+  - name: boundary.r_cos(4, -2)
+    dtype: float64
+  - name: boundary.r_cos(4, -1)
+    dtype: float64
+  - name: boundary.r_cos(4, 0)
+    dtype: float64
+  - name: boundary.r_cos(4, 1)
+    dtype: float64
+  - name: boundary.r_cos(4, 2)
+    dtype: float64
+  - name: boundary.r_cos(4, 3)
+    dtype: float64
+  - name: boundary.r_cos(4, 4)
+    dtype: float64
+  - name: boundary.z_sin(0, 1)
+    dtype: float64
+  - name: boundary.z_sin(0, 2)
+    dtype: float64
+  - name: boundary.z_sin(0, 3)
+    dtype: float64
+  - name: boundary.z_sin(0, 4)
+    dtype: float64
+  - name: boundary.z_sin(1, -4)
+    dtype: float64
+  - name: boundary.z_sin(1, -3)
+    dtype: float64
+  - name: boundary.z_sin(1, -2)
+    dtype: float64
+  - name: boundary.z_sin(1, -1)
+    dtype: float64
+  - name: boundary.z_sin(1, 0)
+    dtype: float64
+  - name: boundary.z_sin(1, 1)
+    dtype: float64
+  - name: boundary.z_sin(1, 2)
+    dtype: float64
+  - name: boundary.z_sin(1, 3)
+    dtype: float64
+  - name: boundary.z_sin(1, 4)
+    dtype: float64
+  - name: boundary.z_sin(2, -4)
+    dtype: float64
+  - name: boundary.z_sin(2, -3)
+    dtype: float64
+  - name: boundary.z_sin(2, -2)
+    dtype: float64
+  - name: boundary.z_sin(2, -1)
+    dtype: float64
+  - name: boundary.z_sin(2, 0)
+    dtype: float64
+  - name: boundary.z_sin(2, 1)
+    dtype: float64
+  - name: boundary.z_sin(2, 2)
+    dtype: float64
+  - name: boundary.z_sin(2, 3)
+    dtype: float64
+  - name: boundary.z_sin(2, 4)
+    dtype: float64
+  - name: boundary.z_sin(3, -4)
+    dtype: float64
+  - name: boundary.z_sin(3, -3)
+    dtype: float64
+  - name: boundary.z_sin(3, -2)
+    dtype: float64
+  - name: boundary.z_sin(3, -1)
+    dtype: float64
+  - name: boundary.z_sin(3, 0)
+    dtype: float64
+  - name: boundary.z_sin(3, 1)
+    dtype: float64
+  - name: boundary.z_sin(3, 2)
+    dtype: float64
+  - name: boundary.z_sin(3, 3)
+    dtype: float64
+  - name: boundary.z_sin(3, 4)
+    dtype: float64
+  - name: boundary.z_sin(4, -4)
+    dtype: float64
+  - name: boundary.z_sin(4, -3)
+    dtype: float64
+  - name: boundary.z_sin(4, -2)
+    dtype: float64
+  - name: boundary.z_sin(4, -1)
+    dtype: float64
+  - name: boundary.z_sin(4, 0)
+    dtype: float64
+  - name: boundary.z_sin(4, 1)
+    dtype: float64
+  - name: boundary.z_sin(4, 2)
+    dtype: float64
+  - name: boundary.z_sin(4, 3)
+    dtype: float64
+  - name: boundary.z_sin(4, 4)
+    dtype: float64
+  - name: metrics.qi
+    dtype: float64
+  - name: metrics.vacuum_well
+    dtype: float64
+  - name: metrics.aspect_ratio
+    dtype: float64
+  - name: metrics.max_elongation
+    dtype: float64
+  - name: metrics.average_triangularity
+    dtype: float64
+  - name: metrics.axis_magnetic_mirror_ratio
+    dtype: float64
+  - name: metrics.edge_magnetic_mirror_ratio
+    dtype: float64
+  - name: metrics.aspect_ratio_over_edge_rotational_transform
+    dtype: float64
+  - name: metrics.flux_compression_in_regions_of_bad_curvature
+    dtype: float64
+  - name: metrics.axis_rotational_transform_over_n_field_periods
+    dtype: float64
+  - name: metrics.edge_rotational_transform_over_n_field_periods
+    dtype: float64
+  - name: metrics.minimum_normalized_magnetic_gradient_scale_length
+    dtype: float64
+  - name: metrics.id
+    dtype: string
+  - name: omnigenous_field_and_targets.aspect_ratio
+    dtype: float64
+  - name: omnigenous_field_and_targets.major_radius
+    dtype: float64
+  - name: omnigenous_field_and_targets.max_elongation
+    dtype: float64
+  - name: omnigenous_field_and_targets.rotational_transform
+    dtype: float64
+  - name: omnigenous_field_and_targets.id
+    dtype: string
+  - name: omnigenous_field_and_targets.omnigenous_field.x_lmn
+    sequence:
+      sequence:
+        sequence: float64
+  - name: omnigenous_field_and_targets.omnigenous_field.n_field_periods
+    dtype: int64
+  - name: omnigenous_field_and_targets.omnigenous_field.poloidal_winding
+    dtype: int64
+  - name: omnigenous_field_and_targets.omnigenous_field.torodial_winding
+    dtype: int64
+  - name: omnigenous_field_and_targets.omnigenous_field.modB_spline_knot_coefficients
+    sequence:
+      sequence: float64
+  - name: desc_omnigenous_field_optimization_settings.id
+    dtype: string
+  - name: desc_omnigenous_field_optimization_settings.objective_settings.elongation_settings.name
+    dtype: string
+  - name: desc_omnigenous_field_optimization_settings.objective_settings.elongation_settings.weight
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.objective_settings.elongation_settings.target_kind
+    dtype: string
+  - name: desc_omnigenous_field_optimization_settings.objective_settings.omnigenity_settings.name
+    dtype: string
+  - name: desc_omnigenous_field_optimization_settings.objective_settings.omnigenity_settings.weight
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.objective_settings.omnigenity_settings.eta_weight
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.objective_settings.omnigenity_settings.eq_lcfs_grid_rho
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.objective_settings.omnigenity_settings.eq_lcfs_grid_M_factor
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.objective_settings.omnigenity_settings.eq_lcfs_grid_N_factor
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.objective_settings.aspect_ratio_settings.name
+    dtype: string
+  - name: desc_omnigenous_field_optimization_settings.objective_settings.aspect_ratio_settings.weight
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.objective_settings.aspect_ratio_settings.target_kind
+    dtype: string
+  - name: desc_omnigenous_field_optimization_settings.objective_settings.rotational_transform_settings.name
+    dtype: string
+  - name: desc_omnigenous_field_optimization_settings.objective_settings.rotational_transform_settings.weight
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.objective_settings.rotational_transform_settings.target_kind
+    dtype: string
+  - name: desc_omnigenous_field_optimization_settings.optimizer_settings.name
+    dtype: string
+  - name: desc_omnigenous_field_optimization_settings.optimizer_settings.maxiter
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.optimizer_settings.verbose
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.equilibrium_settings.psi
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.equilibrium_settings.check_orientation
+    dtype: bool
+  - name: desc_omnigenous_field_optimization_settings.equilibrium_settings.max_poloidal_mode
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.equilibrium_settings.max_toroidal_mode
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.initial_guess_settings.torsion
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.initial_guess_settings.elongation
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.initial_guess_settings.aspect_ratio
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.initial_guess_settings.major_radius
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.initial_guess_settings.mirror_ratio
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.initial_guess_settings.n_field_periods
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.initial_guess_settings.is_iota_positive
+    dtype: bool
+  - name: desc_omnigenous_field_optimization_settings.initial_guess_settings.is_stellarator_symmetric
+    dtype: bool
+  - name: desc_omnigenous_field_optimization_settings.initial_guess_settings.max_elongation
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.initial_guess_settings.max_poloidal_mode
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.initial_guess_settings.max_toroidal_mode
+    dtype: float64
+  - name: desc_omnigenous_field_optimization_settings.initial_guess_settings.rotational_transform
+    dtype: float64
+  - name: vmec_omnigenous_field_optimization_settings.verbose
+    dtype: bool
+  - name: vmec_omnigenous_field_optimization_settings.max_poloidal_mode
+    dtype: float64
+  - name: vmec_omnigenous_field_optimization_settings.max_toroidal_mode
+    dtype: float64
+  - name: vmec_omnigenous_field_optimization_settings.n_inner_optimizations
+    dtype: float64
+  - name: vmec_omnigenous_field_optimization_settings.gradient_free_max_time
+    dtype: float64
+  - name: vmec_omnigenous_field_optimization_settings.infinity_norm_spectrum_scaling
+    dtype: float64
+  - name: vmec_omnigenous_field_optimization_settings.gradient_free_budget_per_design_variable
+    dtype: float64
+  - name: vmec_omnigenous_field_optimization_settings.use_continuation_method_in_fourier_space
+    dtype: bool
+  - name: vmec_omnigenous_field_optimization_settings.gradient_free_optimization_hypercube_bounds
+    dtype: float64
+  - name: vmec_omnigenous_field_optimization_settings.gradient_based_relative_objectives_tolerance
+    dtype: float64
+  - name: vmec_omnigenous_field_optimization_settings.id
+    dtype: string
+  - name: qp_init_omnigenous_field_optimization_settings.torsion
+    dtype: float64
+  - name: qp_init_omnigenous_field_optimization_settings.elongation
+    dtype: float64
+  - name: qp_init_omnigenous_field_optimization_settings.aspect_ratio
+    dtype: float64
+  - name: qp_init_omnigenous_field_optimization_settings.major_radius
+    dtype: float64
+  - name: qp_init_omnigenous_field_optimization_settings.mirror_ratio
+    dtype: float64
+  - name: qp_init_omnigenous_field_optimization_settings.n_field_periods
+    dtype: float64
+  - name: qp_init_omnigenous_field_optimization_settings.is_iota_positive
+    dtype: bool
+  - name: qp_init_omnigenous_field_optimization_settings.is_stellarator_symmetric
+    dtype: bool
+  - name: qp_init_omnigenous_field_optimization_settings.id
+    dtype: string
+  - name: nae_init_omnigenous_field_optimization_settings.aspect_ratio
+    dtype: float64
+  - name: nae_init_omnigenous_field_optimization_settings.mirror_ratio
+    dtype: float64
+  - name: nae_init_omnigenous_field_optimization_settings.max_elongation
+    dtype: float64
+  - name: nae_init_omnigenous_field_optimization_settings.n_field_periods
+    dtype: float64
+  - name: nae_init_omnigenous_field_optimization_settings.max_poloidal_mode
+    dtype: float64
+  - name: nae_init_omnigenous_field_optimization_settings.max_toroidal_mode
+    dtype: float64
+  - name: nae_init_omnigenous_field_optimization_settings.rotational_transform
+    dtype: float64
+  - name: nae_init_omnigenous_field_optimization_settings.id
+    dtype: string
+  - name: misc.vmecpp_wout_id
+    dtype: string
+  - name: misc.has_optimize_boundary_omnigenity_vmec_error
+    dtype: bool
+  - name: misc.has_optimize_boundary_omnigenity_desc_error
+    dtype: bool
+  - name: misc.has_generate_qp_initialization_from_targets_error
+    dtype: bool
+  - name: misc.has_generate_nae_initialization_from_targets_error
+    dtype: bool
+  - name: misc.has_neurips_2025_forward_model_error
+    dtype: bool
+  - name: plasma_config_id
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 406880230
+    num_examples: 171829
+  download_size: 228054968
+  dataset_size: 406880230
 - config_name: full_json
   features:
   - name: boundary.n_field_periods
@@ -658,6 +1021,10 @@ configs:
   data_files:
   - split: train
     path: full/train-*
+- config_name: full_flat
+  data_files:
+  - split: train
+    path: full_flat/train-*
 - config_name: full_json
   data_files:
   - split: train

full_flat/train-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d51a94b65948cd1c49c0470b4a71a4033fcdd404b95c4facb8965ee25c5cc3b4
+size 228054968