Multilevel Assimilation of Inverted Seismic Data With Correction for Multilevel Modeling Error

Multilevel Assimilation of Inverted Seismic Data With Correction for Multilevel Modeling Error

With large amounts of simultaneous data, like inverted seismic data in reservoir modeling, negative effects of Monte Carlo errors in straightforward ensemble-based data assimilation (DA) are enhanced, typically resulting in underestimation of parameter uncertainties. Utilization of lower fidelity re...

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Bibliographic Details
Main Authors: Mohammad Nezhadali, Tuhin Bhakta, Kristian Fossum, Trond Mannseth
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
data assimilation
multilevel
modeling error
seismic data
reservoir model
Online Access:https://www.frontiersin.org/articles/10.3389/fams.2021.673077/full

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https://www.frontiersin.org/articles/10.3389/fams.2021.673077/full

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