Zhang, Yanhui; Katterbauer, Klemens; Zhang, Tao; AlShehri, Abdallah A.; Hoteit, Ibrahim Deep learning-aided image-oriented history matching of geophysical data. (English) Zbl 1520.86006 Comput. Geosci. 27, No. 4, 591-604 (2023). MSC: 86-08 86A22 68T07 PDFBibTeX XMLCite \textit{Y. Zhang} et al., Comput. Geosci. 27, No. 4, 591--604 (2023; Zbl 1520.86006) Full Text: DOI
Oliver, Dean S. Hybrid iterative ensemble smoother for history matching of hierarchical models. (English) Zbl 1522.62009 Math. Geosci. 54, No. 8, 1289-1313 (2022). MSC: 62D05 68W40 62F15 PDFBibTeX XMLCite \textit{D. S. Oliver}, Math. Geosci. 54, No. 8, 1289--1313 (2022; Zbl 1522.62009) Full Text: DOI arXiv
Zhang, Xin-Lei; Xiao, Heng; Luo, Xiaodong; He, Guowei Ensemble Kalman method for learning turbulence models from indirect observation data. (English) Zbl 1498.76050 J. Fluid Mech. 949, Paper No. A26, 35 p. (2022). MSC: 76F99 76M99 76-10 68T05 PDFBibTeX XMLCite \textit{X.-L. Zhang} et al., J. Fluid Mech. 949, Paper No. A26, 35 p. (2022; Zbl 1498.76050) Full Text: DOI arXiv
Wang, Nanzhe; Chang, Haibin; Zhang, Dongxiao Surrogate and inverse modeling for two-phase flow in porous media via theory-guided convolutional neural network. (English) Zbl 07561094 J. Comput. Phys. 466, Article ID 111419, 22 p. (2022). MSC: 68Txx 35Rxx 65Cxx PDFBibTeX XMLCite \textit{N. Wang} et al., J. Comput. Phys. 466, Article ID 111419, 22 p. (2022; Zbl 07561094) Full Text: DOI arXiv
Luo, Xiaodong; Cruz, William C. Data assimilation with soft constraints (DASC) through a generalized iterative ensemble smoother. (English) Zbl 1489.86014 Comput. Geosci. 26, No. 3, 571-594 (2022). MSC: 86A22 86-08 PDFBibTeX XMLCite \textit{X. Luo} and \textit{W. C. Cruz}, Comput. Geosci. 26, No. 3, 571--594 (2022; Zbl 1489.86014) Full Text: DOI
de Leeuw, Bart M.; Dubinkina, Svetlana Shadowing-based data assimilation method for partially observed models. (English) Zbl 1493.62547 SIAM J. Appl. Dyn. Syst. 21, No. 2, 879-902 (2022). MSC: 62M20 37C50 65J20 PDFBibTeX XMLCite \textit{B. M. de Leeuw} and \textit{S. Dubinkina}, SIAM J. Appl. Dyn. Syst. 21, No. 2, 879--902 (2022; Zbl 1493.62547) Full Text: DOI arXiv
Ba, Yuming; Jiang, Lijian A residual-driven adaptive Gaussian mixture approximation for Bayesian inverse problems. (English) Zbl 1472.62090 J. Comput. Appl. Math. 399, Article ID 113707, 19 p. (2022). MSC: 62H30 62-08 62P35 PDFBibTeX XMLCite \textit{Y. Ba} and \textit{L. Jiang}, J. Comput. Appl. Math. 399, Article ID 113707, 19 p. (2022; Zbl 1472.62090) Full Text: DOI
Evensen, Geir; Amezcua, Javier; Bocquet, Marc; Carrassi, Alberto; Farchi, Alban; Fowler, Alison; Houtekamer, Pieter L.; Jones, Christopher K.; de Moraes, Rafael J.; Pulido, Manuel; Sampson, Christian; Vossepoel, Femke C. An international initiative of predicting the SARS-CoV-2 pandemic using ensemble data assimilation. (English) Zbl 1482.92096 Found. Data Sci. 3, No. 3, 413-477 (2021). MSC: 92D30 35Q92 PDFBibTeX XMLCite \textit{G. Evensen} et al., Found. Data Sci. 3, No. 3, 413--477 (2021; Zbl 1482.92096) Full Text: DOI
Gazzola, Laura; Ferronato, Massimiliano; Frigo, Matteo; Janna, Carlo; Teatini, Pietro; Zoccarato, Claudia; Antonelli, Massimo; Corradi, Anna; Dacome, Maria Carolina; Mantica, Stefano A novel methodological approach for land subsidence prediction through data assimilation techniques. (English) Zbl 1473.86017 Comput. Geosci. 25, No. 5, 1731-1750 (2021). MSC: 86A04 86-08 86A22 PDFBibTeX XMLCite \textit{L. Gazzola} et al., Comput. Geosci. 25, No. 5, 1731--1750 (2021; Zbl 1473.86017) Full Text: DOI
Forouzanfar, Fahim; Wu, Xiao-Hui Constrained iterative ensemble smoother for multi solution search assisted history matching. (English) Zbl 1473.86026 Comput. Geosci. 25, No. 5, 1593-1604 (2021). MSC: 86A22 PDFBibTeX XMLCite \textit{F. Forouzanfar} and \textit{X.-H. Wu}, Comput. Geosci. 25, No. 5, 1593--1604 (2021; Zbl 1473.86026) Full Text: DOI
Wang, Nanzhe; Chang, Haibin; Zhang, Dongxiao Theory-guided auto-encoder for surrogate construction and inverse modeling. (English) Zbl 1502.65291 Comput. Methods Appl. Mech. Eng. 385, Article ID 114037, 27 p. (2021). MSC: 65Y99 68T07 PDFBibTeX XMLCite \textit{N. Wang} et al., Comput. Methods Appl. Mech. Eng. 385, Article ID 114037, 27 p. (2021; Zbl 1502.65291) Full Text: DOI arXiv
Stordal, Andreas S.; Moraes, Rafael J.; Raanes, Patrick N.; Evensen, Geir p-kernel Stein variational gradient descent for data assimilation and history matching. (English) Zbl 1465.86017 Math. Geosci. 53, No. 3, 375-393 (2021). MSC: 86A32 86A22 PDFBibTeX XMLCite \textit{A. S. Stordal} et al., Math. Geosci. 53, No. 3, 375--393 (2021; Zbl 1465.86017) Full Text: DOI
Moyen, Rémi; Gentilhomme, Théophile Adaptive ensemble-based optimisation for petrophysical inversion. (English) Zbl 1465.86007 Math. Geosci. 53, No. 3, 349-373 (2021). MSC: 86A22 86A32 PDFBibTeX XMLCite \textit{R. Moyen} and \textit{T. Gentilhomme}, Math. Geosci. 53, No. 3, 349--373 (2021; Zbl 1465.86007) Full Text: DOI
Luo, Xiaodong Novel iterative ensemble smoothers derived from a class of generalized cost functions. (English) Zbl 1460.86039 Comput. Geosci. 25, No. 3, 1159-1189 (2021). MSC: 86A22 PDFBibTeX XMLCite \textit{X. Luo}, Comput. Geosci. 25, No. 3, 1159--1189 (2021; Zbl 1460.86039) Full Text: DOI
Evensen, Geir Formulating the history matching problem with consistent error statistics. (English) Zbl 1460.86041 Comput. Geosci. 25, No. 3, 945-970 (2021). MSC: 86A32 86A22 PDFBibTeX XMLCite \textit{G. Evensen}, Comput. Geosci. 25, No. 3, 945--970 (2021; Zbl 1460.86041) Full Text: DOI
Rammay, Muzammil Hussain; Elsheikh, Ahmed H.; Chen, Yan Flexible iterative ensemble smoother for calibration of perfect and imperfect models. (English) Zbl 1453.86043 Comput. Geosci. 25, No. 1, 373-394 (2021). MSC: 86A32 PDFBibTeX XMLCite \textit{M. H. Rammay} et al., Comput. Geosci. 25, No. 1, 373--394 (2021; Zbl 1453.86043) Full Text: DOI
Lima, Mateus M.; Emerick, Alexandre A.; Ortiz, Carlos E. P. Data-space inversion with ensemble smoother. (English) Zbl 1439.86033 Comput. Geosci. 24, No. 3, 1179-1200 (2020). MSC: 86A32 86A20 86A22 PDFBibTeX XMLCite \textit{M. M. Lima} et al., Comput. Geosci. 24, No. 3, 1179--1200 (2020; Zbl 1439.86033) Full Text: DOI arXiv
Alfonzo, Miguel; Oliver, Dean S. Seismic data assimilation with an imperfect model. (English) Zbl 1434.86027 Comput. Geosci. 24, No. 2, 889-905 (2020). MSC: 86A15 86A22 86A32 86-08 PDFBibTeX XMLCite \textit{M. Alfonzo} and \textit{D. S. Oliver}, Comput. Geosci. 24, No. 2, 889--905 (2020; Zbl 1434.86027) Full Text: DOI
Gao, Guohua; Jiang, Hao; Vink, Jeroen C.; Chen, Chaohui; El Khamra, Yaakoub; Ita, Joel J. Gaussian mixture model fitting method for uncertainty quantification by conditioning to production data. (English) Zbl 1434.86038 Comput. Geosci. 24, No. 2, 663-681 (2020). MSC: 86A32 86A22 62F15 62H30 PDFBibTeX XMLCite \textit{G. Gao} et al., Comput. Geosci. 24, No. 2, 663--681 (2020; Zbl 1434.86038) Full Text: DOI
Mannseth, Trond Assimilation of multiple linearly dependent data vectors. (English) Zbl 1434.62032 Comput. Geosci. 24, No. 1, 349-354 (2020). MSC: 62F10 62M20 86A32 PDFBibTeX XMLCite \textit{T. Mannseth}, Comput. Geosci. 24, No. 1, 349--354 (2020; Zbl 1434.62032) Full Text: DOI
Fossum, Kristian; Mannseth, Trond; Stordal, Andreas S. Assessment of multilevel ensemble-based data assimilation for reservoir history matching. (English) Zbl 1434.86037 Comput. Geosci. 24, No. 1, 217-239 (2020). MSC: 86A32 86A05 62F15 62M20 PDFBibTeX XMLCite \textit{K. Fossum} et al., Comput. Geosci. 24, No. 1, 217--239 (2020; Zbl 1434.86037) Full Text: DOI
Chang, Haibin; Zhang, Dongxiao Identification of physical processes via combined data-driven and data-assimilation methods. (English) Zbl 1453.62797 J. Comput. Phys. 393, 337-350 (2019). MSC: 62P35 65Z05 65M32 35R60 PDFBibTeX XMLCite \textit{H. Chang} and \textit{D. Zhang}, J. Comput. Phys. 393, 337--350 (2019; Zbl 1453.62797) Full Text: DOI arXiv
Pathiraja, Sahani; Reich, Sebastian Discrete gradients for computational Bayesian inference. (English) Zbl 1437.62110 J. Comput. Dyn. 6, No. 2, 385-400 (2019). MSC: 62F15 65C05 62P35 PDFBibTeX XMLCite \textit{S. Pathiraja} and \textit{S. Reich}, J. Comput. Dyn. 6, No. 2, 385--400 (2019; Zbl 1437.62110) Full Text: DOI arXiv
Naik, Pratik; Pandita, Piyush; Aramideh, Soroush; Bilionis, Ilias; Ardekani, Arezoo M. Bayesian model calibration and optimization of surfactant-polymer flooding. (English) Zbl 1427.65431 Comput. Geosci. 23, No. 5, 981-996 (2019). MSC: 65Z05 62P35 65C05 62F15 76S05 PDFBibTeX XMLCite \textit{P. Naik} et al., Comput. Geosci. 23, No. 5, 981--996 (2019; Zbl 1427.65431) Full Text: DOI
Evensen, Geir Accounting for model errors in iterative ensemble smoothers. (English) Zbl 1421.86011 Comput. Geosci. 23, No. 4, 761-775 (2019). MSC: 86A22 86A32 PDFBibTeX XMLCite \textit{G. Evensen}, Comput. Geosci. 23, No. 4, 761--775 (2019; Zbl 1421.86011) Full Text: DOI arXiv
Ma, Xiang; Bi, Linfeng A robust adaptive iterative ensemble smoother scheme for practical history matching applications. (English) Zbl 1419.86024 Comput. Geosci. 23, No. 3, 415-442 (2019). MSC: 86A22 65K05 PDFBibTeX XMLCite \textit{X. Ma} and \textit{L. Bi}, Comput. Geosci. 23, No. 3, 415--442 (2019; Zbl 1419.86024) Full Text: DOI
Mannseth, Trond; Fossum, Kristian Assimilating spatially dense data for subsurface applications – balancing information and degrees of freedom. (English) Zbl 1406.86016 Comput. Geosci. 22, No. 5, 1323-1349 (2018). MSC: 86A15 86A22 86A32 PDFBibTeX XMLCite \textit{T. Mannseth} and \textit{K. Fossum}, Comput. Geosci. 22, No. 5, 1323--1349 (2018; Zbl 1406.86016) Full Text: DOI
Evensen, Geir; Eikrem, Kjersti Solberg Conditioning reservoir models on rate data using ensemble smoothers. (English) Zbl 1406.86031 Comput. Geosci. 22, No. 5, 1251-1270 (2018). MSC: 86A32 86A22 76S05 86A05 PDFBibTeX XMLCite \textit{G. Evensen} and \textit{K. S. Eikrem}, Comput. Geosci. 22, No. 5, 1251--1270 (2018; Zbl 1406.86031) Full Text: DOI
Evensen, Geir Analysis of iterative ensemble smoothers for solving inverse problems. (English) Zbl 1405.86018 Comput. Geosci. 22, No. 3, 885-908 (2018). MSC: 86A22 PDFBibTeX XMLCite \textit{G. Evensen}, Comput. Geosci. 22, No. 3, 885--908 (2018; Zbl 1405.86018) Full Text: DOI
Dickstein, Flávio; Goldfeld, Paulo; Pfeiffer, Gustavo T.; Pinto, Renan V. Truncated conjugate gradient and improved LBFGS and TSVD for history matching. (English) Zbl 1405.86021 Comput. Geosci. 22, No. 1, 309-327 (2018). MSC: 86A32 86A22 65F10 PDFBibTeX XMLCite \textit{F. Dickstein} et al., Comput. Geosci. 22, No. 1, 309--327 (2018; Zbl 1405.86021) Full Text: DOI
Oliver, Dean S.; Alfonzo, Miguel Calibration of imperfect models to biased observations. (English) Zbl 1405.86024 Comput. Geosci. 22, No. 1, 145-161 (2018). MSC: 86A32 62M10 PDFBibTeX XMLCite \textit{D. S. Oliver} and \textit{M. Alfonzo}, Comput. Geosci. 22, No. 1, 145--161 (2018; Zbl 1405.86024) Full Text: DOI
Stordal, Andreas S.; Nævdal, Geir A modified randomized maximum likelihood for improved Bayesian history matching. (English) Zbl 1405.86027 Comput. Geosci. 22, No. 1, 29-41 (2018). MSC: 86A32 86-08 65C05 76S05 86A20 PDFBibTeX XMLCite \textit{A. S. Stordal} and \textit{G. Nævdal}, Comput. Geosci. 22, No. 1, 29--41 (2018; Zbl 1405.86027) Full Text: DOI
Oliver, Dean S.; Chen, Yan Data assimilation in truncated plurigaussian models: impact of the truncation map. (English) Zbl 1404.86032 Math. Geosci. 50, No. 8, 867-893 (2018). MSC: 86A22 86A32 PDFBibTeX XMLCite \textit{D. S. Oliver} and \textit{Y. Chen}, Math. Geosci. 50, No. 8, 867--893 (2018; Zbl 1404.86032) Full Text: DOI
Farmer, C. L. Uncertainty quantification and optimal decisions. (English) Zbl 1406.91084 Proc. R. Soc. Lond., A, Math. Phys. Eng. Sci. 473, No. 2200, Article ID 20170115, 17 p. (2017). MSC: 91B06 PDFBibTeX XMLCite \textit{C. L. Farmer}, Proc. R. Soc. Lond., A, Math. Phys. Eng. Sci. 473, No. 2200, Article ID 20170115, 17 p. (2017; Zbl 1406.91084) Full Text: DOI
Gao, Guohua; Vink, Jeroen C.; Chen, Chaohui; El Khamra, Yaakoub; Tarrahi, Mohammadali Distributed Gauss-Newton optimization method for history matching problems with multiple best matches. (English) Zbl 1405.90126 Comput. Geosci. 21, No. 5-6, 1325-1342 (2017). MSC: 90C30 90C55 90C56 PDFBibTeX XMLCite \textit{G. Gao} et al., Comput. Geosci. 21, No. 5--6, 1325--1342 (2017; Zbl 1405.90126) Full Text: DOI
Fossum, Kristian; Mannseth, Trond Coarse-scale data assimilation as a generic alternative to localization. (English) Zbl 1387.86012 Comput. Geosci. 21, No. 1, 167-186 (2017). MSC: 86A05 65T60 PDFBibTeX XMLCite \textit{K. Fossum} and \textit{T. Mannseth}, Comput. Geosci. 21, No. 1, 167--186 (2017; Zbl 1387.86012) Full Text: DOI
Chen, Yan; Oliver, Dean S. Localization and regularization for iterative ensemble smoothers. (English) Zbl 1387.86042 Comput. Geosci. 21, No. 1, 13-30 (2017). MSC: 86A32 62P12 PDFBibTeX XMLCite \textit{Y. Chen} and \textit{D. S. Oliver}, Comput. Geosci. 21, No. 1, 13--30 (2017; Zbl 1387.86042) Full Text: DOI
Rafiee, Javad; Reynolds, Albert C. Theoretical and efficient practical procedures for the generation of inflation factors for ES-MDA. (English) Zbl 1379.65033 Inverse Probl. 33, No. 11, Article ID 115003, 28 p. (2017). MSC: 65J22 65J20 47J06 80A23 PDFBibTeX XMLCite \textit{J. Rafiee} and \textit{A. C. Reynolds}, Inverse Probl. 33, No. 11, Article ID 115003, 28 p. (2017; Zbl 1379.65033) Full Text: DOI
Emerick, Alexandre Anozé Towards a hierarchical parametrization to address prior uncertainty in ensemble-based data assimilation. (English) Zbl 1392.86044 Comput. Geosci. 20, No. 1, 35-47 (2016). MSC: 86A22 86A32 86-08 PDFBibTeX XMLCite \textit{A. A. Emerick}, Comput. Geosci. 20, No. 1, 35--47 (2016; Zbl 1392.86044) Full Text: DOI
Eikrem, Kjersti Solberg; Nævdal, Geir; Jakobsen, Morten; Chen, Yan Bayesian estimation of reservoir properties – effects of uncertainty quantification of 4D seismic data. (English) Zbl 1386.86017 Comput. Geosci. 20, No. 6, 1211-1229 (2016). MSC: 86A15 86A32 PDFBibTeX XMLCite \textit{K. S. Eikrem} et al., Comput. Geosci. 20, No. 6, 1211--1229 (2016; Zbl 1386.86017) Full Text: DOI
Mannseth, Trond Comparison of five different ways to assimilate data for a simplistic weakly nonlinear parameter estimation problem. (English) Zbl 1392.86046 Comput. Geosci. 19, No. 4, 791-804 (2015). MSC: 86A22 86-08 PDFBibTeX XMLCite \textit{T. Mannseth}, Comput. Geosci. 19, No. 4, 791--804 (2015; Zbl 1392.86046) Full Text: DOI
Chang, Haibin; Zhang, Dongxiao Jointly updating the mean size and spatial distribution of facies in reservoir history matching. (English) Zbl 1392.86049 Comput. Geosci. 19, No. 4, 727-746 (2015). MSC: 86A32 86-08 62M40 PDFBibTeX XMLCite \textit{H. Chang} and \textit{D. Zhang}, Comput. Geosci. 19, No. 4, 727--746 (2015; Zbl 1392.86049) Full Text: DOI
Gentilhomme, Théophile; Oliver, Dean S.; Mannseth, Trond; Caumon, Guillaume; Moyen, Rémi; Doyen, Philippe Ensemble-based multi-scale history-matching using second-generation wavelet transform. (English) Zbl 1390.86041 Comput. Geosci. 19, No. 5, 999-1025 (2015). MSC: 86A22 86-08 86A32 65T60 PDFBibTeX XMLCite \textit{T. Gentilhomme} et al., Comput. Geosci. 19, No. 5, 999--1025 (2015; Zbl 1390.86041) Full Text: DOI
Iglesias, Marco A. Iterative regularization for ensemble data assimilation in reservoir models. (English) Zbl 1330.86015 Comput. Geosci. 19, No. 1, 177-212 (2015). MSC: 86A22 65C60 PDFBibTeX XMLCite \textit{M. A. Iglesias}, Comput. Geosci. 19, No. 1, 177--212 (2015; Zbl 1330.86015) Full Text: DOI arXiv
Stordal, Andreas S. Iterative Bayesian inversion with Gaussian mixtures: finite sample implementation and large sample asymptotics. (English) Zbl 1327.62348 Comput. Geosci. 19, No. 1, 1-15 (2015). MSC: 62H12 65C60 86-08 PDFBibTeX XMLCite \textit{A. S. Stordal}, Comput. Geosci. 19, No. 1, 1--15 (2015; Zbl 1327.62348) Full Text: DOI
Astrakova, Alina; Oliver, Dean S. Conditioning truncated pluri-Gaussian models to facies observations in ensemble-Kalman-based data assimilation. (English) Zbl 1323.86039 Math. Geosci. 47, No. 3, 345-367 (2015). MSC: 86A60 86-08 PDFBibTeX XMLCite \textit{A. Astrakova} and \textit{D. S. Oliver}, Math. Geosci. 47, No. 3, 345--367 (2015; Zbl 1323.86039) Full Text: DOI
Oliver, Dean S. Minimization for conditional simulation: relationship to optimal transport. (English) Zbl 1349.62444 J. Comput. Phys. 265, 1-15 (2014). MSC: 62M20 62F15 65C05 65C10 PDFBibTeX XMLCite \textit{D. S. Oliver}, J. Comput. Phys. 265, 1--15 (2014; Zbl 1349.62444) Full Text: DOI