Probabilistic inversion of seismic data for reservoir petrophysical characterization: Review and examples

D Grana, L Azevedo, L De Figueiredo, P Connolly… - Geophysics, 2022 - library.seg.org
The physics that describes the seismic response of an interval of saturated porous rocks with
known petrophysical properties is relatively well understood and includes rock physics …

[HTML][HTML] A method to construct statistical prior models of geology for probabilistic inversion of geophysical data

RB Madsen, AS Høyer, PBE Sandersen, I Møller… - Engineering …, 2023 - Elsevier
In probabilistic inversion of geophysical data, one must describe the expected noise in the
system, and any prior information. In a geoscience context, prior information can provide a …

Geophysical bayesian inverse problem solving with tuning-free adaptive MCMC sampler

A Arabpour, R Hamidzadeh Moghadam… - Earth Science …, 2025 - Springer
Limited observational data and the challenge of obtaining direct measurements contribute to
the prevalence of inverse problems in earth system modeling. Bayesian framework is an …

Assessment of the impact of noise magnitude and bandwidth variations on a probabilistic inversion of reflection seismic data

H Heidari, RB Madsen, H Amini, TM Hansen… - Geophysical …, 2023 - earthdoc.org
Accounting for an accurate noise model is essential when dealing with real data, which are
noisy due to the effect of environmental noise, failures and limitations in data acquisition and …

Assessment of the impact of noise magnitude and bandwidth variations on a probabilistic inversion of seismic data

H Heidari, RB Madsen, H Amini, TM Hansen… - Authorea …, 2022 - authorea.com
Accounting for an accurate noise model is essential when dealing with real data which are
noisy due to the effect of environmental noise, failures and limitations in data acquisition and …