Eikonal tomography with physics‐informed neural networks: Rayleigh wave phase velocity in the Northeastern Margin of the Tibetan Plateau

Y Chen, SAL de Ridder, S Rost, Z Guo… - Geophysical …, 2022 - Wiley Online Library
We present a novel eikonal tomography approach using physics‐informed neural networks
(PINNs) for Rayleigh wave phase velocities based on the eikonal equation. The PINN …

Passive surface-wave waveform inversion for source-velocity joint imaging

C Zhou, J **a, F Cheng, J Pang, X Chen, H **ng… - Surveys in …, 2022 - Springer
Reliable dispersion measurement between two seismic stations is an essential basis of
surface wave imaging. Noise source directivity has become an inescapable obstacle and a …

Seismic wavefield reconstruction using a pre-conditioned wavelet–curvelet compressive sensing approach

JB Muir, Z Zhan - Geophysical Journal International, 2021 - academic.oup.com
The proliferation of large seismic arrays have opened many new avenues of geophysical
research; however, most techniques still fundamentally treat regional and global scale …

High-resolution full waveform seismic imaging: Progresses, challenges, and prospects

D Yang, X Dong, J Huang, Z Fang, X Huang… - Science China Earth …, 2025 - Springer
Full waveform inversion (FWI) is a seismic imaging method with a unified mathematical
framework based on wave equation constraints. The FWI method can be used to generate a …

Application of ambient noise tomography for deep void detection

Y Wang, M Khorrami, KT Tran, D Horhota - Journal of Applied Geophysics, 2023 - Elsevier
This study aims to take the advantage of ambient noise recordings rich in low-frequency
components for deep site characterization. We investigate the capabilities of a recently …

Road sinkhole detection with 2D ambient noise tomography

Y Wang, KT Tran, D Horhota - Geophysics, 2021 - pubs.geoscienceworld.org
Seismic methods are often used for detection of precollapsed sinkholes (voids) under
roadways for remediation to minimize risks to the safety of the traveling public. Although …

SeisElastic2D: An open-source package for multiparameter full-waveform inversion in isotropic-, anisotropic-and visco-elastic media

W Pan, KA Innanen, Y Wang - Computers & Geosciences, 2020 - Elsevier
Full-waveform inversion (FWI) has emerged as a powerful technique to obtain high-
resolution subsurface elastic properties. However, several complicating features, including …

Iterative Helmholtz surface wave tomography using generalized wave equation smoothing splines—Application to Western Europe

A Sergeant, K Delage, S Chevrot - Journal of Geophysical …, 2025 - Wiley Online Library
Over the last decade, the expansion and densification of broadband seismic networks has
led to an increased interest in tomographic approaches based on gradiometry, which relies …

ADMM-based full-waveform inversion for microseismic imaging

HS Aghamiry, A Gholami, S Operto… - Geophysical Journal …, 2022 - academic.oup.com
Full waveform inversion (FWI) is beginning to be used to characterize weak seismic events
at different scales, an example of which is microseismic event (MSE) characterization …

Multi-source wavefield reconstruction combining interferometry and compressive sensing: application to a linear receiver array

P Saengduean, R Snieder… - Geophysical Journal …, 2023 - academic.oup.com
Seismic interferometry (SI) is a technique that allows one to estimate the wavefields
accounting for the wave propagation between seismometers, any of which can act as a …