Bridging deep convolutional autoencoders and ensemble smoothers for improved estimation of channelized reservoirs

B Sebacher, SA Toma - Mathematical Geosciences, 2022 - Springer
One of the main problems associated with applying data assimilation methods for facies
models is the lack of geological plausibility in updates. This issue is even more acute for …

Image-oriented distance parameterization for ensemble-based seismic history matching

Y Zhang, O Leeuwenburgh - Computational Geosciences, 2017 - Springer
Abstract Time-lapse (4D) seismic data provides spatial information about dynamic changes
in a reservoir. This information can be used in combination with production data from wells …

4D seismic history matching of the Norne field model using ensemble-based methods with distance parameterization

Y Zhang, O Leeuwenburgh, S Carpentier… - IOR 2017-19th …, 2017 - earthdoc.org
A distance parameterization of flood fronts derived from time-lapse seismic anomalies was
recently developed to facilitate incorporation of time-lapse seismic data into history matching …