Machine learning-based prediction of site responses at liquefiable sites subjected to bi-directional ground motions
Author:
Affiliation:
1. University of Texas at Austin
2. National Yang Ming Chiao Tung University
Publisher
The Japanese Geotechnical Society
Link
https://www.jstage.jst.go.jp/article/jgssp/10/12/10_v10.OS-1-02/_pdf
Reference29 articles.
1. 1) Boulanger, R. W., & Idriss, I. (2016): CPT-based liquefaction triggering procedure. Journal of Geotechnical and Geoenvironmental Engineering, 142(2), 04015065.
2. 2) Boulanger, R. W., & Ziotopoulou. (2015): PM4Sand (Version 3): A sand plasticity model for earthquake engineering applications. Center for Geotechnical Modeling Report No. UCD/CGM-15/01, Department of Civil and Environmental Engineering, University of California, Davis, Calif.
3. 3) Campbell, K. W., & Bozorgnia, Y. (2010): A ground motion prediction equation for the horizontal component of cumulative absolute velocity (CAV) based on the PEER-NGA strong motion database. Earthquake Spectra, 26(3), 635–650.
4. 4) Cetin, K. O., Seed, R. B., Kayen, R. E., Moss, R. E. S., Bilge, H. T., Ilgac, M., & Chowdhury, K. (2018): SPT-based probabilistic and deterministic assessment of seismic soil liquefaction triggering hazard. Soil Dynamics and Earthquake Engineering, 115, 698–709. https://doi.org/10.1016/j.soildyn.2018.09.012.
5. 5) Chen, G., Wang, Y., Zhao, D., Zhao, K., & Yang, J. (2021): A new effective stress method for nonlinear site response analyses. Earthquake Engineering & Structural Dynamics, 50(6), 1595–1611.
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