Transdimensional and Hamiltonian Monte Carlo inversions of Rayleigh‐wave dispersion curves: a comparison on synthetic datasets

Mattia Aleardi; Alessandro Salusti; Silvio Pierini

doi:10.1002/nsg.12100

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

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Using Convolutional Neural Networks to Expedite the Hamiltonian Monte Carlo Inversion of Rayleigh Wave Dispersion Curves

10.3997/2214-4609.202020045 ◽

2020 ◽

Author(s):

A. Salusti ◽

M. Aleardi

Keyword(s):

Neural Networks ◽

Monte Carlo ◽

Rayleigh Wave ◽

Convolutional Neural Networks ◽

Wave Dispersion ◽

Dispersion Curves ◽

Hamiltonian Monte Carlo ◽

Rayleigh Wave Dispersion

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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

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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

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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

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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

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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

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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

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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

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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

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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

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