LAUSR

Cyclic Learning Rate U-Shaped ResNet Embedded With Dual Attentions for Velocity Model Building

Sign Up to like & get
recommendations!
0 Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2024.3501736

Abstract: Data-driven full-waveform inversion shows great potential for subsurface velocity estimation, but its accuracy is often hindered by susceptibility to local minima and the inherent characteristics of seismic data. Seismic shot gathers typically exhibit weak spatial… read more here.

Keywords: learning rate; velocity model; cyclic learning; velocity ... See more keywords