14 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 14 cited
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…
physics.geo-ph2023
Deep generative model conditioned by phase picks for synthesizing labeled seismic waveforms with limited data
Guoyi Chen, Junlun Li, Hao Guo
Shortage of labeled seismic field data poses a significant challenge for deep-learning related applications in seismology. One approach to mitigate this issue is to use synthetic w…