Conditioning truncated pluri-Gaussian models to facies observations in ensemble-Kalman-based data assimilation
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Publication:888362
DOI10.1007/s11004-014-9532-3zbMath1323.86039OpenAlexW2164427046MaRDI QIDQ888362
Dean S. Oliver, Alina Astrakova
Publication date: 30 October 2015
Published in: Mathematical Geosciences (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s11004-014-9532-3
history matchingensemble smootherLevenberg-Marquardtensemble randomized maximum likelihooditerative ensemble smoother
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Cites Work
- Unnamed Item
- Multimodal ensemble Kalman filtering using Gaussian mixture models
- A probability conditioning method (PCM) for nonlinear flow data integration into multipoint statistical facies simulation
- Kernel principal component analysis for efficient, differentiable parametrization of multipoint geostatistics
- Application of the EnKF and localization to automatic history matching of facies distribution and production data
- An inequality constrained nonlinear Kalman-Bucy smoother by interior point likelihood maximization
- Fronts propagating with curvature-dependent speed: Algorithms based on Hamilton-Jacobi formulations
- Levenberg-Marquardt forms of the iterative ensemble smoother for efficient history matching and uncertainty quantification
- Investigation of the sampling performance of ensemble-based methods with a simple reservoir model
- Conditional simulation of complex geological structures using multiple-point statistics
- Recent progress on reservoir history matching: a review
- History matching of petroleum reservoirs using a level set technique
- Inverse Problem Theory and Methods for Model Parameter Estimation
- Combined Adaptive Multiscale and Level-Set Parameter Estimation
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