arxivcs.LGmath.PRphysics.geo-ph2026-06-30
Probabilistic Inversion with Flow Matching
We demonstrate the application of Flow Matching, a technique originating from generative Artificial Intelligence, to probabilistic inversion in geophysical settings, such as seismic Full-Waveform inversion. We adapt the well-established mathematical theory of Flow Matching from g…