Integration of Markov mesh models and data assimilation techniques in complex reservoirs

DOI10.1007/S10596-015-9540-5zbMath1392.86023OpenAlexW2230237311MaRDI QIDQ722860

M. Panzeri, Monica Riva, E. L. Della Rossa, Alberto Guadagnini, Laura Dovera

Publication date: 27 July 2018

Published in: Computational Geosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10596-015-9540-5

zbMATH Keywords

Kalman filterhistory matchingfacies characterizationBayesian framework

Mathematics Subject Classification ID

Inverse problems in geophysics (86A22) Geostatistics (86A32) Computational methods for problems pertaining to geophysics (86-08) Potentials, prospecting (86A20) Geological problems (86A60)

Uses Software

• FLUVSIM

Cites Work

• FLUVSIM
• Updating Markov chain models using the ensemble Kalman filter
• A probability conditioning method (PCM) for nonlinear flow data integration into multipoint statistical facies simulation
• Facies modeling using a Markov mesh model specification
• Comparing training-image based algorithms using an analysis of distance
• Using multiple grids in Markov mesh facies modeling
• Filter-based classification of training image patterns for spatial simulation
• Conditioning truncated pluri-Gaussian models to facies observations in ensemble-Kalman-based data assimilation
• History matching with an ensemble Kalman filter and discrete cosine parameterization
• A probabilistic parametrization for geological uncertainty estimation using the ensemble Kalman filter (EnKF)
• Conditional simulation of complex geological structures using multiple-point statistics
• Combining knowledge from diverse sources: An alternative to traditional data independence hypotheses
• Recent progress on reservoir history matching: a review
• A new metric for probability distributions
• Higher Order Models using Entropy, Markov Random Fields and Sequential Simulation
• Classification of binary random patterns
• Error bounds for convolutional codes and an asymptotically optimum decoding algorithm

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