2 papers
physics.geo-ph2025
Self-Reinforced Deep Priors for Reparameterized Full Waveform Inversion
Guangyuan Zou, Junlun Li, Feng Liu +3
Full waveform inversion (FWI) has become a widely adopted technique for high-resolution subsurface imaging. However, its inherent strong nonlinearity often results in convergence t…
cs.LG2024
Automatic Differentiation-based Full Waveform Inversion with Flexible Workflows
Feng Liu, Haipeng Li, Guangyuan Zou +1
Full waveform inversion (FWI) is able to construct high-resolution subsurface models by iteratively minimizing discrepancies between observed and simulated seismic data. However, i…