Semi-supervised Surface Wave Tomography with Wasserstein Cycle-consistent GAN: Method and Application on Southern California Plate Boundary Region
Machine learning algorithm has been applied to shear wave velocity (Vs) inversion in surface wave tomography, where a set of starting 1-D Vs profiles and their corresponding synthetic dispersion curves are used in network training. Previous studies showed that the performance of such trained network...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley,
2022-06-15T15:10:50Z.
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| Subjects: | |
| Online Access: | Get fulltext |