Comparative analyses of covariance matrix adaptation and iterative ensemble smoother on high-dimensional inverse problems in high-resolution groundwater modeling

Novel iterative ensemble smoothers derived from a class of generalized cost functions

(2021) Xiaodong Luo   COMPUTATIONAL GEOSCIENCES

SFRmaker and Linesink‐Maker: Rapid Construction of Streamflow Routing Networks from Hydrography Data

(2021) Andrew T. Leaf et al.   Groundwater

Flexible iterative ensemble smoother for calibration of perfect and imperfect models

(2020) Muzammil Hussain Rammay et al.   COMPUTATIONAL GEOSCIENCES

A robust adaptive iterative ensemble smoother scheme for practical history matching applications

(2019) Xiang Ma et al.   COMPUTATIONAL GEOSCIENCES

A hybrid optimization approach for efficient calibration of computationally intensive hydrological models

(2019) Pierre-Luc Huot et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Analysis of iterative ensemble smoothers for solving inverse problems

(2018) Geir Evensen   COMPUTATIONAL GEOSCIENCES

A model-independent iterative ensemble smoother for efficient history-matching and uncertainty quantification in very high dimensions

(2018) Jeremy T. White   ENVIRONMENTAL MODELLING & SOFTWARE

Combination of FEM and CMA-ES algorithm for transmissivity identification in aquifer systems

(2018) Hassan Smaoui et al.   HYDROLOGICAL PROCESSES

Data assimilation in groundwater modelling: ensemble Kalman filter versus ensemble smoothers

(2018) Liangping Li et al.   HYDROLOGICAL PROCESSES

Estimating uncertainty and its temporal variation related to global climate models in quantifying climate change impacts on hydrology

(2018) Mingxi Shen et al.   JOURNAL OF HYDROLOGY

A surrogate-based sensitivity quantification and Bayesian inversion of a regional groundwater flow model

(2018) Mingjie Chen et al.   JOURNAL OF HYDROLOGY

Butterfly optimization algorithm: a novel approach for global optimization

(2018) Sankalap Arora et al.   SOFT COMPUTING

Correlation-Based Adaptive Localization With Applications to Ensemble-Based 4D-Seismic History Matching

(2018) Xiaodong Luo et al.   SPE JOURNAL

Modeling complex aquifer systems: a case study in Baton Rouge, Louisiana (USA)

(2017) Hai V. Pham et al.   HYDROGEOLOGY JOURNAL

Advances in understanding river-groundwater interactions

(2017) Philip Brunner et al.   REVIEWS OF GEOPHYSICS

Transferability of optimally-selected climate models in the quantification of climate change impacts on hydrology

(2016) Jie Chen et al.   CLIMATE DYNAMICS

Localization and regularization for iterative ensemble smoothers

(2016) Yan Chen et al.   COMPUTATIONAL GEOSCIENCES

A regularizing iterative ensemble Kalman method for PDE-constrained inverse problems

(2016) Marco A Iglesias   INVERSE PROBLEMS

An Adaptive Ensemble Smoother With Multiple Data Assimilation for Assisted History Matching

(2016) Duc H. Le et al.   SPE JOURNAL

Data and numerical analysis of astronomic tides, wind-waves, and hurricane storm surge along the northern Gulf of Mexico

(2016) M. V. Bilskie et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

Parallel Inverse Modeling and Uncertainty Quantification for Computationally Demanding Groundwater-Flow Models Using Covariance Matrix Adaptation

(2015) Ahmed S. Elshall et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Iterative Ensemble Smoother as an Approximate Solution to a Regularized Minimum-Average-Cost Problem: Theory and Applications

(2015) Xiaodong Luo et al.   SPE JOURNAL

Iterative regularization for ensemble data assimilation in reservoir models

(2014) Marco A. Iglesias   COMPUTATIONAL GEOSCIENCES

Data Assimilation by Use of the Iterative Ensemble Smoother for 2D Facies Models

(2014) Yanhui Zhang et al.   SPE JOURNAL

Inverse methods in hydrogeology: Evolution and recent trends

(2013) Haiyan Zhou et al.   ADVANCES IN WATER RESOURCES

Investigation of the sampling performance of ensemble-based methods with a simple reservoir model

(2013) Alexandre A. Emerick et al.   COMPUTATIONAL GEOSCIENCES

Levenberg–Marquardt forms of the iterative ensemble smoother for efficient history matching and uncertainty quantification

(2013) Yan Chen et al.   COMPUTATIONAL GEOSCIENCES

Parameterization for distributed watershed modeling using national data and evolutionary algorithm

(2013) Xuan Yu et al.   COMPUTERS & GEOSCIENCES

Comparison of Stochastic Optimization Algorithms in Hydrological Model Calibration

(2013) Richard Arsenault et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Groundwater Model Calibration by Meta-Heuristic Algorithms

(2013) O. Bozorg Haddad et al.   WATER RESOURCES MANAGEMENT

An efficient framework for hydrologic model calibration on long data periods

(2013) Saman Razavi et al.   WATER RESOURCES RESEARCH

Ensemble smoother with multiple data assimilation

(2012) Alexandre A. Emerick et al.   COMPUTERS & GEOSCIENCES

Three-Dimensional Groundwater Contamination Source Identification Using Adaptive Simulated Annealing

(2012) Manish Jha et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Multisensor data fusion: A review of the state-of-the-art

(2011) Bahador Khaleghi et al.   Information Fusion

Ensemble Randomized Maximum Likelihood Method as an Iterative Ensemble Smoother

(2011) Yan Chen et al.   Mathematical Geosciences

A comparison of the Covariance Matrix Adaptation Evolution Strategy and the Levenberg–Marquardt method for solving multidimensional inverse transport problems

(2010) Keith C. Bledsoe et al.   ANNALS OF NUCLEAR ENERGY

Optimizing multi-reservoir operation rules: an improved HBMO approach

(2010) Abbas Afshar et al.   JOURNAL OF HYDROINFORMATICS

A Blocking Markov Chain Monte Carlo Method for Inverse Stochastic Hydrogeological Modeling

(2009) Jianlin Fu et al.   Mathematical Geosciences

Efficient solution of nonlinear, underdetermined inverse problems with a generalized PDE model

(2008) Michael Cardiff et al.   COMPUTERS & GEOSCIENCES

Simulation-based calibration of geotechnical parameters using parallel hybrid moving boundary particle swarm optimization

(2008) Y. Zhang et al.   COMPUTERS AND GEOTECHNICS