Multiscale model reduction of finite-difference frequency-domain wave modeling in elastic media

ABSTRACT Accurate and efficient numerical methods are vital for solving the wave equation in applications such as acoustics, electromagnetics, and seismology. However, large-scale and strongly heterogeneous models give rise to prohibitive computational costs because of large dimensions of the discrete wave equation systems. A multiscale finite-difference method was developed to solve the frequency-domain counterpart of the wave equation in elastic media, which is the elastic-wave Helmholtz equation. This multiscale method reduces the dimension of the discrete wave equation system that is assembled using a conventional single-scale finite-difference frequency-domain method. The model reduction is achieved by multiscale basis functions constructed from local elastic Helmholtz problems and can incorporate the medium heterogeneity at the fine scale into the dimension-reduced discrete wave equation system at the coarse scale. To capture the medium property variations at the fine scale accurately, a multinode coarse element scheme was used, which involves more than four coarse nodes in a coarse element, to replace the four-node coarse element designed for the first-order multiscale basis functions. The proposed method contributed to a significant computational cost reduction in solving the elastic-wave Helmholtz equation without reducing its accuracy. Numerical tests showed that our method can implement finite-difference frequency-domain elastic-wave modeling with higher efficiency and lower memory cost than the conventional finite-difference frequency-domain methods.

Authors

Institutions

Publication Details

Journal
Geophysics
Published
2025-10-26
DOI
https://doi.org/10.1190/geo-2024-0646
Primary Topic
Seismic Imaging and Inversion Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multiscale model reduction of finite-difference frequency-domain wave modeling in elastic media

Xuehua Chen, Shengyi Wang, Wei Jiang
Geophysics
Seismic Imaging and Inversion Techniques
article

Multiscale model reduction of finite-difference frequency-domain wave modeling in elastic media

Xuehua Chen, Shengyi Wang, Wei Jiang
article en

Abstract

ABSTRACT Accurate and efficient numerical methods are vital for solving the wave equation in applications such as acoustics, electromagnetics, and seismology. However, large-scale and strongly heterogeneous models give rise to prohibitive computational costs because of large dimensions of the discrete wave equation systems. A multiscale finite-difference method was developed to solve the frequency-domain counterpart of the wave equation in elastic media, which is the elastic-wave Helmholtz equation. This multiscale method reduces the dimension of the discrete wave equation system that is assembled using a conventional single-scale finite-difference frequency-domain method. The model reduction is achieved by multiscale basis functions constructed from local elastic Helmholtz problems and can incorporate the medium heterogeneity at the fine scale into the dimension-reduced discrete wave equation system at the coarse scale. To capture the medium property variations at the fine scale accurately, a multinode coarse element scheme was used, which involves more than four coarse nodes in a coarse element, to replace the four-node coarse element designed for the first-order multiscale basis functions. The proposed method contributed to a significant computational cost reduction in solving the elastic-wave Helmholtz equation without reducing its accuracy. Numerical tests showed that our method can implement finite-difference frequency-domain elastic-wave modeling with higher efficiency and lower memory cost than the conventional finite-difference frequency-domain methods.

GeophysicsVol. 91(1)
Chengdu University of Information Technology (CN), Chengdu University of Technology (CN), State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation (CN)
Openalex Percentile: Top 67%
Seismic Imaging and Inversion Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Multiscale model reduction of finite-difference frequency-domain wave modeling in elastic media — Xuehua Chen, Shengyi Wang, et al. · Geophysics (2025) | TGRS Research Map | TGRS