On ultrasound propagation in composite laminates: Advances in numerical simulation

L Maio, P Fromme - Progress in Aerospace Sciences, 2022 - Elsevier
The growing use of composite materials for aerospace applications has resulted in the need
for quantitative methods to analyze composite components. Ultrasonic guided waves …

Deep-learning inversion of seismic data

S Li, B Liu, Y Ren, Y Chen, S Yang, Y Wang… - ar** challenge from time-series data to spatial
image in the field of seismic exploration, ie, reconstructing the velocity model directly from …

Solving the frequency-domain acoustic VTI wave equation using physics-informed neural networks

C Song, T Alkhalifah, UB Waheed - Geophysical Journal …, 2021 - academic.oup.com
Frequency-domain wavefield solutions corresponding to the anisotropic acoustic wave
equation can be used to describe the anisotropic nature of the Earth. To solve a frequency …

Spectral methods for modelling of wave propagation in structures in terms of damage detection—a review

M Palacz - Applied Sciences, 2018 - mdpi.com
Modern methods of detection and identification of structural damage direct the activities of
scientific groups towards the improvement of diagnostic methods using for example the …

Simulating seismic multifrequency wavefields with the Fourier feature physics-informed neural network

C Song, Y Wang - Geophysical Journal International, 2023 - academic.oup.com
To simulate seismic wavefields with a frequency-domain wave equation, conventional
numerical methods must solve the equation sequentially to obtain the wavefields for different …

Deep-learning seismic full-waveform inversion for realistic structural models

B Liu, S Yang, Y Ren, X Xu, P Jiang, Y Chen - Geophysics, 2021 - library.seg.org
Velocity model inversion is one of the most important tasks in seismic exploration. Full-
waveform inversion (FWI) can obtain the highest resolution in traditional velocity inversion …

3D heterogeneous staggered-grid finite-difference modeling of seismic motion with volume harmonic and arithmetic averaging of elastic moduli and densities

P Moczo, J Kristek, V Vavrycuk… - Bulletin of the …, 2002 - pubs.geoscienceworld.org
We analyze the problem of a heterogeneous formulation of the equation of motion and
propose a new 3D fourth-order staggered-grid finite-difference (FD) scheme for modeling …

[LIBRO][B] Seismic inversion: Theory and applications

Y Wang - 2016 - books.google.com
Seismic inversion aims to reconstruct a quantitative model of the Earth subsurface, by
solving an inverse problem based on seismic measurements. There are at least three …

Deformation of crust and upper mantle in central Tibet caused by the northward subduction and slab tearing of the Indian lithosphere: New evidence based on shear …

C Wu, X Tian, T Xu, X Liang, Y Chen, M Taylor… - Earth and Planetary …, 2019 - Elsevier
Shear-wave splitting provides insight into geodynamic processes such as lithospheric
deformation and upper mantle flow. This study presents shear wave splitting parameters …

Helmholtz-equation solution in nonsmooth media by a physics-informed neural network incorporating quadratic terms and a perfectly matching layer condition

Y Wu, HS Aghamiry, S Operto, J Ma - Geophysics, 2023 - library.seg.org
Frequency-domain simulation of seismic waves plays an important role in seismic inversion,
but it remains challenging in large models. The recently proposed physics-informed neural …