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Using Convolutional Neural Networks to Expedite the Hamiltonian Monte Carlo Inversion of Rayleigh Wave Dispersion Curves
Mapping Intimacies
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10.3997/2214-4609.202020045
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2020
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Author(s):
A. Salusti
◽
M. Aleardi
Keyword(s):
Neural Networks
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Monte Carlo
◽
Rayleigh Wave
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Convolutional Neural Networks
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Wave Dispersion
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Dispersion Curves
◽
Hamiltonian Monte Carlo
◽
Rayleigh Wave Dispersion
Download Full-text
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References
Transdimensional and Hamiltonian Monte Carlo inversions of Rayleigh‐wave dispersion curves: a comparison on synthetic datasets
Near Surface Geophysics
◽
10.1002/nsg.12100
◽
2020
◽
Vol 18
(5)
◽
pp. 515-543
◽
Cited By ~ 1
Author(s):
Mattia Aleardi
◽
Alessandro Salusti
◽
Silvio Pierini
Keyword(s):
Monte Carlo
◽
Rayleigh Wave
◽
Wave Dispersion
◽
Dispersion Curves
◽
Hamiltonian Monte Carlo
◽
Synthetic Datasets
◽
Rayleigh Wave Dispersion
Download Full-text
Hamiltonian Monte Carlo Inversion of Rayleigh Wave Dispersion Curves - Preliminary Results on Synthetic Data
10.3997/2214-4609.201902474
◽
2019
◽
Author(s):
M. Aleardi
◽
A. Salusti
◽
S. Pierini
Keyword(s):
Monte Carlo
◽
Rayleigh Wave
◽
Synthetic Data
◽
Wave Dispersion
◽
Dispersion Curves
◽
Hamiltonian Monte Carlo
◽
Preliminary Results
◽
Rayleigh Wave Dispersion
Download Full-text
Inversion of Rayleigh wave dispersion curves via adaptive GA and nested DLS
Geophysical Journal International
◽
10.1093/gji/ggz171
◽
2019
◽
Vol 218
(1)
◽
pp. 547-559
◽
Cited By ~ 1
Author(s):
Yuhang Lei
◽
Hongyan Shen
◽
Xinxin Li
◽
Xin Wang
◽
Qingchun Li
Keyword(s):
Rayleigh Wave
◽
Wave Dispersion
◽
Dispersion Curves
◽
Rayleigh Wave Dispersion
Download Full-text
Inversion stability analysis of multimode Rayleigh-wave dispersion curves using low-velocity-layer models
Near Surface Geophysics
◽
10.3997/1873-0604.2007040
◽
2007
◽
Vol 6
(3)
◽
pp. 157-165
◽
Cited By ~ 20
Author(s):
Qing Liang
◽
Chao Chen
◽
Chong Zeng
◽
Yinhe Luo
◽
Yixian Xu
Keyword(s):
Stability Analysis
◽
Rayleigh Wave
◽
Wave Dispersion
◽
Dispersion Curves
◽
Low Velocity
◽
Low Velocity Layer
◽
Rayleigh Wave Dispersion
◽
Velocity Layer
Download Full-text
Estimating S-wave velocities from 3D 9-component shallow seismic data using local Rayleigh-wave dispersion curves – A field study
Journal of Applied Geophysics
◽
10.1016/j.jappgeo.2018.09.037
◽
2018
◽
Vol 159
◽
pp. 532-539
◽
Cited By ~ 8
Author(s):
Yudi Pan
◽
Svenja Schaneng
◽
Tilman Steinweg
◽
Thomas Bohlen
Keyword(s):
Rayleigh Wave
◽
Field Study
◽
Seismic Data
◽
Wave Dispersion
◽
Dispersion Curves
◽
S Wave
◽
Wave Velocities
◽
Shallow Seismic
◽
Rayleigh Wave Dispersion
Download Full-text
Sensitivities of Rayleigh-wave Dispersion Curves Due to Low-velocity-layer and High-velocity-layer Models
10.1190/nsgapc2013-056
◽
2013
◽
Author(s):
Chao Shen
◽
Yudi Pan
◽
Jianghai Xia
Keyword(s):
Rayleigh Wave
◽
High Velocity
◽
Wave Dispersion
◽
Dispersion Curves
◽
Low Velocity
◽
Low Velocity Layer
◽
High Velocity Layer
◽
Rayleigh Wave Dispersion
◽
Velocity Layer
Download Full-text
Model-Based Inversion of Rayleigh Wave Dispersion Curves Via Linear and Nonlinear Methods
Pure and Applied Geophysics
◽
10.1007/s00024-021-02665-7
◽
2021
◽
Vol 178
(2)
◽
pp. 341-358
Author(s):
Rashed Poormirzaee
◽
Iztok Fister Jr
Keyword(s):
Rayleigh Wave
◽
Wave Dispersion
◽
Dispersion Curves
◽
Nonlinear Methods
◽
Model Based
◽
Linear And Nonlinear
◽
Rayleigh Wave Dispersion
Download Full-text
Seismic site conditions in Gangneung, Korea, based on Rayleigh-wave dispersion curves and topographic data
Geosciences Journal
◽
10.1007/s12303-016-0013-1
◽
2016
◽
Vol 20
(6)
◽
pp. 781-791
◽
Cited By ~ 2
Author(s):
Abid Ali
◽
Ki Young Kim
Keyword(s):
Rayleigh Wave
◽
Wave Dispersion
◽
Dispersion Curves
◽
Site Conditions
◽
Topographic Data
◽
Rayleigh Wave Dispersion
Download Full-text
Joint analysis of Rayleigh-wave dispersion curves and diffuse-field HVSR for site characterization: The case of El Ejido town (SE Spain)
Soil Dynamics and Earthquake Engineering
◽
10.1016/j.soildyn.2019.02.023
◽
2019
◽
Vol 121
◽
pp. 102-120
◽
Cited By ~ 6
Author(s):
Antonio García-Jerez
◽
Helena Seivane
◽
Manuel Navarro
◽
Marcos Martínez-Segura
◽
José Piña-Flores
Keyword(s):
Rayleigh Wave
◽
Wave Dispersion
◽
Site Characterization
◽
Dispersion Curves
◽
Joint Analysis
◽
Se Spain
◽
Rayleigh Wave Dispersion
Download Full-text
Transdimensional MCMC Inversion of Rayleigh Wave Dispersion Curves - Preliminary Results on Synthetic Data
10.3997/2214-4609.201902475
◽
2019
◽
Author(s):
M. Aleardi
◽
S. Pierini
◽
A. Salusti
◽
A. Mazzotti
Keyword(s):
Rayleigh Wave
◽
Synthetic Data
◽
Wave Dispersion
◽
Dispersion Curves
◽
Preliminary Results
◽
Rayleigh Wave Dispersion
Download Full-text
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