A review of surrogate models and their application to groundwater modeling
Published 2015 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
A review of surrogate models and their application to groundwater modeling
Authors
Keywords
-
Journal
WATER RESOURCES RESEARCH
Volume 51, Issue 8, Pages 5957-5973
Publisher
American Geophysical Union (AGU)
Online
2015-07-27
DOI
10.1002/2015wr016967
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- High-Throughput Computing Versus High-Performance Computing for Groundwater Applications
- (2015) Michael N. Fienen et al. Groundwater
- High-Throughput Computing Versus High-Performance Computing for Groundwater Applications
- (2015) Michael N. Fienen et al. Groundwater
- Parameter-independent model reduction of transient groundwater flow models: Application to inverse problems
- (2014) Scott E. Boyce et al. ADVANCES IN WATER RESOURCES
- A Stochastic Collocation Algorithm with Multifidelity Models
- (2014) Akil Narayan et al. SIAM JOURNAL ON SCIENTIFIC COMPUTING
- Uncertainty-based multi-criteria calibration of rainfall-runoff models: a comparative study
- (2014) Mahyar Shafii et al. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
- Principal Component Geostatistical Approach for large-dimensional inverse problems
- (2014) P. K. Kitanidis et al. WATER RESOURCES RESEARCH
- Comparison of optimization algorithms for parameter estimation of multi-phase flow models with application to geological carbon sequestration
- (2013) Antoine J. Espinet et al. ADVANCES IN WATER RESOURCES
- Inverse methods in hydrogeology: Evolution and recent trends
- (2013) Haiyan Zhou et al. ADVANCES IN WATER RESOURCES
- A reduced-order model for Monte Carlo simulations of stochastic groundwater flow
- (2013) Damiano Pasetto et al. COMPUTATIONAL GEOSCIENCES
- Mode decomposition methods for flows in high-contrast porous media. Global–local approach
- (2013) Mehdi Ghommem et al. JOURNAL OF COMPUTATIONAL PHYSICS
- Generalized multiscale finite element method. Symmetric interior penalty coupling
- (2013) Y. Efendiev et al. JOURNAL OF COMPUTATIONAL PHYSICS
- Bridging groundwater models and decision support with a Bayesian network
- (2013) Michael N. Fienen et al. WATER RESOURCES RESEARCH
- A reduced-order model for groundwater flow equation with random hydraulic conductivity: Application to Monte Carlo methods
- (2013) Damiano Pasetto et al. WATER RESOURCES RESEARCH
- Prediction and simulation of monthly groundwater levels by genetic programming
- (2013) E. Fallah-Mehdipour et al. Journal of Hydro-environment Research
- Numerical simulation of water resources problems: Models, methods, and trends
- (2012) Cass T. Miller et al. ADVANCES IN WATER RESOURCES
- A general framework for Dynamic Emulation Modelling in environmental problems
- (2012) A. Castelletti et al. ENVIRONMENTAL MODELLING & SOFTWARE
- A prioriconvergence of the Greedy algorithm for the parametrized reduced basis method
- (2012) Annalisa Buffa et al. ESAIM-MATHEMATICAL MODELLING AND NUMERICAL ANALYSIS-MODELISATION MATHEMATIQUE ET ANALYSE NUMERIQUE
- Grid Refinement in Cartesian Coordinates for Groundwater Flow Models Using the Divergence Theorem and Taylor's Series
- (2012) M.M. Mansour et al. Groundwater
- A quasi-multistart framework for global optimization of expensive functions using response surface models
- (2012) Rommel G. Regis et al. JOURNAL OF GLOBAL OPTIMIZATION
- Multiscale-finite-element-based ensemble Kalman filter for large-scale groundwater flow
- (2012) Liangsheng Shi et al. JOURNAL OF HYDROLOGY
- A stochastic dimension reduction multiscale finite element method for groundwater flow problems in heterogeneous random porous media
- (2012) Xinguang He et al. JOURNAL OF HYDROLOGY
- A Systematic Coarse-Scale Model Reduction Technique for Parameter-Dependent Flows in Highly Heterogeneous Media and Its Applications
- (2012) Yalchin Efendiev et al. MULTISCALE MODELING & SIMULATION
- Planning of Groundwater Supply Systems Subject to Uncertainty Using Stochastic Flow Reduced Models and Multi-Objective Evolutionary Optimization
- (2012) Domenico A. Baú WATER RESOURCES MANAGEMENT
- Review of surrogate modeling in water resources
- (2012) Saman Razavi et al. WATER RESOURCES RESEARCH
- POD-based Monte Carlo approach for the solution of regional scale groundwater flow driven by randomly distributed recharge
- (2011) Damiano Pasetto et al. ADVANCES IN WATER RESOURCES
- Effects of model resolution on optimal design of subsurface flow and transport problems
- (2011) M.W. Farthing et al. ADVANCES IN WATER RESOURCES
- A Short Review on Model Order Reduction Based on Proper Generalized Decomposition
- (2011) Francisco Chinesta et al. ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
- A high-performance parallel implementation of the certified reduced basis method
- (2011) David J. Knezevic et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- A comparison of eight metamodeling techniques for the simulation of N2O fluxes and N leaching from corn crops
- (2011) Nathalie Villa-Vialaneix et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Numerical assessment of metamodelling strategies in computationally intensive optimization
- (2011) Saman Razavi et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Evaluation of MODFLOW-LGR in Connection with a Synthetic Regional-Scale Model
- (2011) Troels N. Vilhelmsen et al. Groundwater
- A real-time groundwater management model using data assimilation
- (2011) Wei-Chen Cheng et al. WATER RESOURCES RESEARCH
- Use of paired simple and complex models to reduce predictive bias and quantify uncertainty
- (2011) John Doherty et al. WATER RESOURCES RESEARCH
- Grid-size dependence of Cauchy boundary conditions used to simulate stream–aquifer interactions
- (2010) Steffen Mehl et al. ADVANCES IN WATER RESOURCES
- Recent progress on reservoir history matching: a review
- (2010) Dean S. Oliver et al. COMPUTATIONAL GEOSCIENCES
- Groundwater parameter estimation using the ensemble Kalman filter with localization
- (2010) Tongchao Nan et al. HYDROGEOLOGY JOURNAL
- A comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquifer
- (2010) Heesung Yoon et al. JOURNAL OF HYDROLOGY
- Certified Reduced Basis Methods and Output Bounds for the Harmonic Maxwell's Equations
- (2010) Yanlai Chen et al. SIAM JOURNAL ON SCIENTIFIC COMPUTING
- Parameter and State Model Reduction for Large-Scale Statistical Inverse Problems
- (2010) Chad Lieberman et al. SIAM JOURNAL ON SCIENTIFIC COMPUTING
- Snapshot selection for groundwater model reduction using proper orthogonal decomposition
- (2010) Adam J. Siade et al. WATER RESOURCES RESEARCH
- Optimization and uncertainty assessment of strongly nonlinear groundwater models with high parameter dimensionality
- (2010) Elizabeth H. Keating et al. WATER RESOURCES RESEARCH
- A comparison of seven methods for the inverse modelling of groundwater flow. Application to the characterisation of well catchments
- (2009) H.J. Hendricks Franssen et al. ADVANCES IN WATER RESOURCES
- Pumping optimization of coastal aquifers based on evolutionary algorithms and surrogate modular neural network models
- (2009) George Kourakos et al. ADVANCES IN WATER RESOURCES
- A Compartmental-Spatial System Dynamics Approach to Ground Water Modeling
- (2009) Jesse Roach et al. Groundwater
- A Parallel PCG Solver for MODFLOW
- (2009) Yanhui Dong et al. Groundwater
- Recent advances in surrogate-based optimization
- (2009) Alexander I.J. Forrester et al. PROGRESS IN AEROSPACE SCIENCES
- Multiple surrogates: how cross-validation errors can help us to obtain the best predictor
- (2009) Felipe A. C. Viana et al. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
- Calibration of complex subsurface reaction models using a surrogate-model approach
- (2008) L. Shawn Matott et al. ADVANCES IN WATER RESOURCES
- Surrogate-Based Optimization Using Multifidelity Models with Variable Parameterization and Corrected Space Mapping
- (2008) T. D. Robinson et al. AIAA JOURNAL
- Uncertainty Quantification and Polynomial Chaos Techniques in Computational Fluid Dynamics
- (2008) Habib N. Najm Annual Review of Fluid Mechanics
- Multiscale finite-volume method for density-driven flow in porous media
- (2008) Ivan Lunati et al. COMPUTATIONAL GEOSCIENCES
- Development and application of reduced-order modeling procedures for subsurface flow simulation
- (2008) M. A. Cardoso et al. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
- Iterative multiscale finite-volume method
- (2008) Hadi Hajibeygi et al. JOURNAL OF COMPUTATIONAL PHYSICS
- Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems
- (2008) Youssef M. Marzouk et al. JOURNAL OF COMPUTATIONAL PHYSICS
- Integrating a calibrated groundwater flow model with error-correcting data-driven models to improve predictions
- (2008) Yonas K. Demissie et al. JOURNAL OF HYDROLOGY
- Groundwater Management Using Model Reduction via Empirical Orthogonal Functions
- (2008) James McPhee et al. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT
- A mixed-integer simulation-based optimization approach with surrogate functions in water resources management
- (2008) Thomas Hemker et al. OPTIMIZATION AND ENGINEERING
- Krylov projection framework for Fourier model reduction
- (2007) Serkan Gugercin et al. AUTOMATICA
- Global sensitivity analysis using polynomial chaos expansions
- (2007) Bruno Sudret RELIABILITY ENGINEERING & SYSTEM SAFETY
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search