OpenFWI

OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion OpenFWI is the first collection of large-scale, multi-structural benchmark datasets for machine learning driven seismic Full Wave Inversion (FWI). It includes eleven 2D datasets and one 3D dataset, in four subsurface structure families

Papers using OpenFWI (2)

Physics-informed waveform inversion using pretrained wavefield neural operators2025 · 6 citesTwo Teachers Better Than One: Hardware-Physics Co-Guided Distributed Scientific Machine Learning2026