Data Driven Adaptive Localization With Applications To Ensemble-Based 4D Seismic History Matching

[1]  Dean S. Oliver,et al.  Improving the Ensemble Estimate of the Kalman Gain by Bootstrap Sampling , 2010 .

[2]  G. Evensen,et al.  Data assimilation and inverse methods in terms of a probabilistic formulation , 1996 .

[3]  Akhil Datta-Gupta,et al.  Streamline Assisted Ensemble Kalman Filter for Rapid and Continuous Reservoir Model Updating , 2006 .

[4]  Geir Evensen,et al.  The ensemble Kalman filter for combined state and parameter estimation: MONTE CARLO TECHNIQUES FOR DATA ASSIMILATION IN LARGE SYSTEMS , 2009 .

[5]  Ensemble Kalman Filtering with Residual Nudging: An Extension to State Estimation Problems with Nonlinear Observation Operators , 2014, 1406.4307.

[6]  Martin Landrø,et al.  Nonlinear inversion for estimating reservoir parameters from time-lapse seismic data , 2008 .

[7]  Laura Dovera,et al.  History Match and Polymer Injection Optimization in a Mature Field Using the Ensemble Kalman Filter , 2013 .

[8]  P. Houtekamer,et al.  Data Assimilation Using an Ensemble Kalman Filter Technique , 1998 .

[9]  Jeffrey L. Anderson.  Localization and Sampling Error Correction in Ensemble Kalman Filter Data Assimilation , 2012 .

[10]  Yingchao Huang,et al.  The temperature-based localization for the application of EnKF on automatic history matching of the SAGD process , 2016, Computational Geosciences.

[11]  Albert C. Reynolds,et al.  Results of the Brugge Benchmark Study for Flooding Optimization and History Matching , 2010 .

[12]  M. L. Wasserman,et al.  A New Algorithm for Automatic History Matching , 1974 .

[13]  Xiaodong Luo,et al.  Estimating observation error covariance matrix of seismic data from a perspective of image denoising , 2016, Computational Geosciences.

[14]  A. Reynolds,et al.  Combining sensitivities and prior information for covariance localization in the ensemble Kalman filter for petroleum reservoir applications , 2011 .

[15]  Qinian Jin.  On a regularized Levenberg–Marquardt method for solving nonlinear inverse problems , 2010, Numerische Mathematik.

[16]  Albert C. Reynolds,et al.  Ensemble smoother with multiple data assimilation , 2013, Comput. Geosci..

[17]  S. Cohn,et al.  Ooce Note Series on Global Modeling and Data Assimilation Construction of Correlation Functions in Two and Three Dimensions and Convolution Covariance Functions , 2022 .

[18]  Ke Huang,et al.  Sparse Representation for Signal Classification , 2006, NIPS.

[19]  Tuhin Bhakta,et al.  An Ensemble 4D Seismic History Matching Framework with Wavelet Multiresolution Analysis - A 3D Benchmark Case Study , 2016 .

[20]  J. Whitaker,et al.  Distance-dependent filtering of background error covariance estimates in an ensemble Kalman filter , 2001 .

[21]  I. Johnstone,et al.  Ideal spatial adaptation by wavelet shrinkage , 1994 .

[22]  Geir Naevdal,et al.  Iterative Ensemble Smoother as an Approximate Solution to a Regularized Minimum-Average-Cost Problem: Theory and Applications , 2015, 1505.01135.

[23]  I. Johnstone,et al.  Adapting to Unknown Smoothness via Wavelet Shrinkage , 1995 .

[24]  Dean S. Oliver,et al.  THE ENSEMBLE KALMAN FILTER IN RESERVOIR ENGINEERING-A REVIEW , 2009 .

[25]  Dean S. Oliver,et al.  Localization and regularization for iterative ensemble smoothers , 2017, Computational Geosciences.

[26]  S. Mallat.  A wavelet tour of signal processing , 1998 .

[27]  Maarten Jansen,et al.  Noise Reduction by Wavelet Thresholding , 2001 .

[28]  Marc'Aurelio Ranzato,et al.  Efficient Learning of Sparse Representations with an Energy-Based Model , 2006, NIPS.

[29]  D. Oliver,et al.  Cross-covariances and localization for EnKF in multiphase flow data assimilation , 2010 .

[30]  Geir Nævdal,et al.  Reservoir Monitoring and Continuous Model Updating Using Ensemble Kalman Filter , 2005 .

[31]  Jeffrey L. Anderson.  EXPLORING THE NEED FOR LOCALIZATION IN ENSEMBLE DATA ASSIMILATION USING A HIERARCHICAL ENSEMBLE FILTER , 2007 .

[32]  Istvan Szunyogh,et al.  A Local Ensemble Kalman Filter for Atmospheric Data Assimilation , 2002 .

[33]  Dean S. Oliver,et al.  An Iterative Ensemble Kalman Filter for Multiphase Fluid Flow Data Assimilation , 2007 .

[34]  Craig H. Bishop,et al.  Flow‐adaptive moderation of spurious ensemble correlations and its use in ensemble‐based data assimilation , 2007 .

[35]  D. Oliver,et al.  Levenberg–Marquardt forms of the iterative ensemble smoother for efficient history matching and uncertainty quantification , 2013, Computational Geosciences.

[36]  Xiaodong Luo,et al.  An Ensemble 4D Seismic History Matching Framework with Sparse Representation Based on Wavelet Multiresolution Analysis , 2016, 1603.04577.

[37]  Jeffrey L. Anderson.  Reducing Correlation Sampling Error in Ensemble Kalman Filter Data Assimilation , 2016 .

[38]  Albert C. Reynolds,et al.  Iterative Ensemble Kalman Filters for Data Assimilation , 2009 .

[39]  David L. Donoho,et al.  De-noising by soft-thresholding , 1995, IEEE Trans. Inf. Theory.

[40]  Michael Elad,et al.  Sparse Representation for Color Image Restoration , 2008, IEEE Transactions on Image Processing.