{ "title": "Automotive Underbody Panel Impact Dataset", "version": "1.1.1", "release_status": "public-release", "resource_type": "dataset", "total_cases": 1500, "geometries": [ "floorfrontdriver", "floorfrontR", "trunkfloor" ], "cases_per_geometry": 500, "states_per_case": 17, "split": { "seed": 12345, "train": 400, "validation": 50, "test": 50, "note": "same case-ID lists, independent simulations per geometry" }, "fields": { "inputs": [ "fixed finite-element mesh", "impact_xyz", "velocity_xyz", "mass_ratio", "material_young_mpa", "material_poisson" ], "outputs": [ "17-state nodal 3D displacement", "17-state shell von Mises effective stress, maximized over through-thickness integration points" ] }, "units": { "status": "SPECIFIED", "system": "tonne-mm-s-N", "coordinate": "mm", "displacement": "mm", "time": "s", "velocity": "mm/s", "effective_stress": "MPa", "young_modulus": "MPa", "impactor_mass": "tonne", "impactor_density": "tonne/mm^3", "mass_ratio": "dimensionless", "theta_phi": "degree" }, "license": "MIT", "doi": null, "creators": [ "Anonymous Authors" ], "source_model": { "name": "2020 Nissan Rogue finite-element model", "developer": "CCSA, George Mason University", "sponsor": "NHTSA", "exact_version": "Version 3, released August 2024", "official_page": "https://www.ccsa.gmu.edu/models/2020-nissan-rogue/" }, "geometry_metadata": { "floorfrontdriver": "floorfrontdriver_geometry.json", "floorfrontR": "floorfrontR_geometry.json", "trunkfloor": "trunkfloor_geometry.json" }, "simulation": { "solver": "LS-DYNA SMP single precision R12 via ANSYS v221 lsdyna_sp.exe", "exact_r12_subbuild_retained_for_every_case": false, "ncpu": 8, "memory": "400m", "termination_time_s": 0.03, "d3plot_nominal_interval_s": 0.0002, "gravity_global_z_mm_per_s2": 9810.0, "boundary_condition": "topological outer-boundary nodes fixed in all six degrees of freedom", "contact": "CONTACT_AUTOMATIC_SURFACE_TO_SURFACE_ID", "static_friction": 0.15, "dynamic_friction": 0.15 }, "impactor": { "type": "rigid spherical shell", "part_id": 9636, "section_id": 9636, "material_id": 174, "material_model": "MAT_RIGID", "radius_mm": 12.5, "initial_gap_mm": 5.0, "elform": 2, "shrf": 0.833333, "nip": 3, "shell_thickness_mm": 0.1, "reference_nominal_mass_tonne": 0.01, "reference_density_tonne_per_mm3": 5.205e-05, "mass_scaling": "impactor_mass = reference_nominal_mass_tonne * mass_ratio", "density_scaling": "impactor_density = reference_density_tonne_per_mm3 * mass_ratio" }, "design": { "method": "seven-dimensional constrained Latin hypercube with maximin selection over 128 trials", "dimensions": ["position_x", "position_y", "impact_speed", "mass_ratio", "theta", "phi", "material_class"], "impact_speed_mm_per_s": [1732.05, 5196.15], "mass_ratio": [0.75, 1.25], "theta_deg": [0.0, 15.0], "phi_deg": [0.0, 360.0], "minimum_boundary_distance_mm": 80.0, "seeds": { "floorfrontR": 20260728, "trunkfloor": 20260723, "floorfrontdriver_initial": 20260721, "floorfrontdriver_extensions": 20260722 } }, "temporal_sampling": { "raw_nominal_interval_s": 0.0002, "compact_stride": 10, "append_final_state": true, "retained_indices": [0, 10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 110, 120, 130, 140, 150, 151], "peak_time_definition": "discrete argmax of valid-node displacement magnitude over retained states" } }