Surface wave inversion with unknown number of soil layers based on a hybrid learning procedure of deep learning and genetic algorithm
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Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1007/s11803-024-2240-1.pdf
Reference54 articles.
1. Ali Zomorodian SM and Hunaidi O (2006), “Inversion of SASW Dispersion Curves Based on Maximum Flexibility Coefficients in the Wave Number Domain,” Soil Dynamics and Earthquake Engineering, 26(8): 735–752. https://doi.org/10.1016/j.soildyn.2005.12.009
2. Cercato M (2011), “Global Surface Wave Inversion with Model Constraints,” Geophysical Prospecting, 59(2): 210–226.
3. Chen XH, Xia JH, Pang JY, Zhou CJ and Mi BB (2022), “Deep Learning Inversion of Rayleigh-Wave Dispersion Curves with Geological Constraints for Near-Surface Investigations,” Geophysical Journal International, 231(1): 1–14. https://doi.org/10.1093/gji/ggac171
4. Dai TY, Xia JH, Ning L, Xi CQ, Liu Y and Xing HX (2021), “Deep Learning for Extracting Dispersion Curves,” Surveys in Geophysics, 42(1): 69–95. https://doi.org/10.1007/s10712-020-09615-3
5. Forbriger T (2003), “Inversion of Shallow-Seismic Wavefields: II. Inferring Subsurface Properties from Wavefield Transforms,” Geophysical Journal International, 153(3): 735–752. https://doi.org/10.1046/j.1365-246X.2003.01985.x
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1. Inversion of Surface Waves Using a Dispersion Kernel Neural Network for Continuous Soil Stiffness Profiles;IEEE Transactions on Geoscience and Remote Sensing;2024
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