Resolution of seismic waveform inversion: Bayes versus Occam

DOI10.1088/0266-5611/13/2/009zbMath1026.86005OpenAlexW1985012042MaRDI QIDQ4339300

Wences P. Gouveia, John A. Scales

Publication date: 5 August 1997

Published in: Inverse Problems (Search for Journal in Brave)

Full work available at URL: https://semanticscholar.org/paper/2b15f67eaa954253e18b7595b0c96212b7321460

zbMATH Keywords

error estimatesBayesian inferenceOccam inversionsubsurface models

Mathematics Subject Classification ID

Seismology (including tsunami modeling), earthquakes (86A15) Inverse problems in geophysics (86A22) Inverse problems for waves in solid mechanics (74J25)

Related Items (9)

Bayesian approach to inverse time-dependent quantum mechanics ⋮ Stochastic spectral methods for efficient Bayesian solution of inverse problems ⋮ Bayesian inversion for electrical-impedance tomography in medical imaging using the nonlinear Poisson-Boltzmann equation ⋮ Hybrid regularization methods for seismic reflectivity inversion ⋮ Feasibility analysis of the use of binary genetic algorithms as importance samplers application to a 1-D DC resistivity inverse problem ⋮ Iteratively regularized Gauss-Newton method for atmospheric remote sensing ⋮ The use of polynomial chaos for parameter identification from measurements in nonlinear dynamical systems ⋮ Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems ⋮ Solution of physics-based Bayesian inverse problems with deep generative priors

This page was built for publication: Resolution of seismic waveform inversion: Bayes versus Occam