Robust Full Waveform Inversion: A Source Wavelet Manipulation Perspective

DOI10.1137/22m1540612zbMath1527.65117MaRDI QIDQ6087746

Lingyun Qiu, Rongqian Wang, Chenglong Bao

Publication date: 16 November 2023

Published in: SIAM Journal on Scientific Computing (Search for Journal in Brave)

zbMATH Keywords

inverse problemswave equationsseismic imagingPDE-constrained optimizationfull waveform inversionconvolutional neural network

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Smoothness and regularity of solutions to PDEs (35B65) Seismology (including tsunami modeling), earthquakes (86A15) Inverse problems in geophysics (86A22) Ill-posed problems for PDEs (35R25) Inverse problems for PDEs (35R30) Numerical methods for wavelets (65T60) Numerical methods for inverse problems for boundary value problems involving PDEs (65N21) PDEs in connection with geophysics (35Q86) PDE constrained optimization (numerical aspects) (49M41)

Cites Work

• Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
• Application of the Wasserstein metric to seismic signals
• An optimal transport approach for seismic tomography: application to 3D full waveform inversion
• Local analysis of inverse problems: Hölder stability and iterative reconstruction
• Blind Estimation of Blur Kernels and Parameters from a Single Image
• A Limited Memory Algorithm for Bound Constrained Optimization
• Analysis of seismic inversion with optimal transportation and softplus encoding
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