SubsurfaceGen: Procedural Generation of Field-Scale Earth Models and Seismic Data

In three linesSubsurfaceGen is a GPU-accelerated generator for 3D velocity models and seismic data at field scale. Authors release a dataset of 4,276 2D slices covering 6 geological settings (10 km × 10 km × 6.19 km at 10 m resolution). Evaluation of neural operators on wavefield prediction and end-to-end velocity inversion with out-of-distribution testing.

Summary generated by Claude — human-verified