Bayesian and variational Bayesian approaches for flows in heterogeneous random media
- Authors:
- Publication Date:
- Sponsoring Org.:
- USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR)
- OSTI Identifier:
- 1398704
- Grant/Contract Number:
- 14.Y26.31.0013; FG02-13ER26165
- Resource Type:
- Publisher's Accepted Manuscript
- Journal Name:
- Journal of Computational Physics
- Additional Journal Information:
- Journal Name: Journal of Computational Physics Journal Volume: 345 Journal Issue: C; Journal ID: ISSN 0021-9991
- Publisher:
- Elsevier
- Country of Publication:
- United States
- Language:
- English
Citation Formats
Yang, Keren, Guha, Nilabja, Efendiev, Yalchin, and Mallick, Bani K. Bayesian and variational Bayesian approaches for flows in heterogeneous random media. United States: N. p., 2017.
Web. doi:10.1016/j.jcp.2017.04.034.
Yang, Keren, Guha, Nilabja, Efendiev, Yalchin, & Mallick, Bani K. Bayesian and variational Bayesian approaches for flows in heterogeneous random media. United States. https://doi.org/10.1016/j.jcp.2017.04.034
Yang, Keren, Guha, Nilabja, Efendiev, Yalchin, and Mallick, Bani K. Fri .
"Bayesian and variational Bayesian approaches for flows in heterogeneous random media". United States. https://doi.org/10.1016/j.jcp.2017.04.034.
@article{osti_1398704,
title = {Bayesian and variational Bayesian approaches for flows in heterogeneous random media},
author = {Yang, Keren and Guha, Nilabja and Efendiev, Yalchin and Mallick, Bani K.},
abstractNote = {},
doi = {10.1016/j.jcp.2017.04.034},
journal = {Journal of Computational Physics},
number = C,
volume = 345,
place = {United States},
year = {2017},
month = {9}
}
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https://doi.org/10.1016/j.jcp.2017.04.034
https://doi.org/10.1016/j.jcp.2017.04.034
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Cited by: 8 works
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Works referenced in this record:
Bayesian uncertainty quantification for flows in heterogeneous porous media using reversible jump Markov chain Monte Carlo methods
journal, March 2010
- Mondal, A.; Efendiev, Y.; Mallick, B.
- Advances in Water Resources, Vol. 33, Issue 3
Generalized multiscale finite element methods (GMsFEM)
journal, October 2013
- Efendiev, Yalchin; Galvis, Juan; Hou, Thomas Y.
- Journal of Computational Physics, Vol. 251
A new family of solvers for some classes of multidimensional partial differential equations encountered in kinetic theory modelling of complex fluids
journal, July 2007
- Ammar, A.; Mokdad, B.; Chinesta, F.
- Journal of Non-Newtonian Fluid Mechanics, Vol. 144, Issue 2-3
Well-posed Bayesian geometric inverse problems arising in subsurface flow
journal, October 2014
- Iglesias, Marco A.; Lin, Kui; Stuart, Andrew M.
- Inverse Problems, Vol. 30, Issue 11
Application of the generalized multiscale finite element method in parameter-dependent PDE simulations with a variable-separation technique
journal, July 2016
- Gao, Longfei; Tan, Xiaosi; Chung, Eric T.
- Journal of Computational and Applied Mathematics, Vol. 300
Posterior consistency of logistic Gaussian process priors in density estimation
journal, January 2007
- Tokdar, Surya T.; Ghosh, Jayanta K.
- Journal of Statistical Planning and Inference, Vol. 137, Issue 1
Proper generalized decomposition solution of the parameterized Helmholtz problem: application to inverse geophysical problems: PGD SOLUTION OF THE PARAMETERIZED HELMHOLTZ PROBLEM
journal, July 2016
- Signorini, Marianna; Zlotnik, Sergio; Díez, Pedro
- International Journal for Numerical Methods in Engineering, Vol. 109, Issue 8
Bayesian Uncertainty Quantification for Subsurface Inversion Using a Multiscale Hierarchical Model
journal, July 2014
- Mondal, Anirban; Mallick, Bani; Efendiev, Yalchin
- Technometrics, Vol. 56, Issue 3
Parameter Estimation of Partial Differential Equation Models
journal, September 2013
- Xun, Xiaolei; Cao, Jiguo; Mallick, Bani
- Journal of the American Statistical Association, Vol. 108, Issue 503
Hierarchical Bayesian inference for Ill-posed problems via variational method
journal, September 2010
- Jin, Bangti; Zou, Jun
- Journal of Computational Physics, Vol. 229, Issue 19
A variational Bayesian approach for inverse problems with skew-t error distributions
journal, November 2015
- Guha, Nilabja; Wu, Xiaoqing; Efendiev, Yalchin
- Journal of Computational Physics, Vol. 301
Results and Questions on a Nonlinear Approximation Approach for Solving High-dimensional Partial Differential Equations
journal, October 2009
- Le Bris, C.; Lelièvre, T.; Maday, Y.
- Constructive Approximation, Vol. 30, Issue 3
A new family of solvers for some classes of multidimensional partial differential equations encountered in kinetic theory modeling of complex fluids
journal, December 2006
- Ammar, A.; Mokdad, B.; Chinesta, F.
- Journal of Non-Newtonian Fluid Mechanics, Vol. 139, Issue 3
Adaptive multiscale model reduction with Generalized Multiscale Finite Element Methods
journal, September 2016
- Chung, Eric; Efendiev, Yalchin; Hou, Thomas Y.
- Journal of Computational Physics, Vol. 320
Statistical inverse problems: Discretization, model reduction and inverse crimes
journal, January 2007
- Kaipio, Jari; Somersalo, Erkki
- Journal of Computational and Applied Mathematics, Vol. 198, Issue 2