CarCrashNet: A Large-Scale Dataset and Hierarchical Neural Solver for Data-Driven Structural Crash Simulation
Elrefaie et al.
What it does
An open crash benchmark: more than 14,000 bumper-beam pole impacts with varied geometry, materials and boundary conditions, and 825 full-vehicle crashes of three public car models, run in OpenRadioss and validated against crash tests and LS-DYNA, with CrashSolver as a full-vehicle baseline.
Why it matters
Crash had no open dataset at the scale aerodynamics has; this one makes crash surrogates comparable and reproducible.