Ensemble Kalman Inversion for upstream parameter estimation and indirect streamflow correction: A simulation study

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

(2023) Shuo Yang et al.   Journal of Hydrology

Ensemble Kalman inversion for general likelihoods

(2022) Samuel Duffield et al.   STATISTICS & PROBABILITY LETTERS

Development and Evaluation of an ODE Representation of 3D Subsurface Tile Drainage Flow Using the HLM Flood Forecasting System

(2021) M.R. Fonley et al.   WATER RESOURCES RESEARCH

A differential evolutionary Markov chain algorithm with ensemble smoother initial point selection for the identification of groundwater contaminant sources

(2021) Zhenbo Chang et al.   JOURNAL OF HYDROLOGY

Multi‐Scale Hydrologic Evaluation of the National Water Model Streamflow Data Assimilation

(2021) Bong‐Chul Seo et al.   JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION

Interacting Langevin Diffusions: Gradient Structure and Ensemble Kalman Sampler

(2020) Alfredo Garbuno-Inigo et al.   SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS

Improvement and evaluation of the Iowa Flood Center Hillslope Link Model (HLM) by calibration-free approach

(2020) Felipe Quintero et al.   JOURNAL OF HYDROLOGY

Streamflow Forecasting without Models

(2020) Witold F. Krajewski et al.   JOURNAL OF HYDROMETEOROLOGY

Quasi‐Online Groundwater Model Optimization Under Constraints of Geological Consistency Based on Iterative Importance Sampling

(2020) Maximilian Ramgraber et al.   WATER RESOURCES RESEARCH

Limits of Predictability of a Global Self-Similar Routing Model in a Local Self-Similar Environment

(2020) Nicolas Velasquez et al.   Atmosphere

Ensemble Kalman Inversion: A Derivative-Free Technique For Machine Learning Tasks

(2019) Nikola Borislavov Kovachki et al.   INVERSE PROBLEMS

Ensemble Kalman Methods With Constraints

(2019) David J Albers et al.   INVERSE PROBLEMS

Performance of the National Water Model in Iowa Using Independent Observations

(2019) Marcela Rojas et al.   JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION

Exploring Persistence in Streamflow Forecasting

(2019) Ganesh Raj Ghimire et al.   JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION

Enhancing hydrologic data assimilation by evolutionary Particle Filter and Markov Chain Monte Carlo

(2018) Peyman Abbaszadeh et al.   ADVANCES IN WATER RESOURCES

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

(2018) Jeremy T. White   ENVIRONMENTAL MODELLING & SOFTWARE

A Power Law Model for River Flow Velocity in Iowa Basins

(2018) Ganesh Raj Ghimire et al.   JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION

Bridging iterative Ensemble Smoother and multiple-point geostatistics for better flow and transport modeling

(2018) Zhendan Cao et al.   JOURNAL OF HYDROLOGY

Examining dynamic interactions among experimental factors influencing hydrologic data assimilation with the ensemble Kalman filter

(2017) S. Wang et al.   JOURNAL OF HYDROLOGY

Detecting non-stationary hydrologic model parameters in a paired catchment system using data assimilation

(2016) S. Pathiraja et al.   ADVANCES IN WATER RESOURCES

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

(2016) Marco A Iglesias   INVERSE PROBLEMS

A survey of methods for time series change point detection

(2016) Samaneh Aminikhanghahi et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Gaussian anamorphosis in the analysis step of the EnKF: a joint state-variable/observation approach

(2014) Javier Amezcua et al.   TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY

Ensemble Kalman methods for inverse problems

(2013) Marco A Iglesias et al.   INVERSE PROBLEMS

An iterative ensemble Kalman smoother

(2013) M. Bocquet et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

An asynchronous solver for systems of ODEs linked by a directed tree structure

(2012) Scott J. Small et al.   ADVANCES IN WATER RESOURCES

Runoff conditions in the upper Danube basin under an ensemble of climate change scenarios

(2012) Harald Kling et al.   JOURNAL OF HYDROLOGY

Evolution of ensemble data assimilation for uncertainty quantification using the particle filter-Markov chain Monte Carlo method

(2012) Hamid Moradkhani et al.   WATER RESOURCES RESEARCH

Generalizing a nonlinear geophysical flood theory to medium-sized river networks

(2010) Vijay K. Gupta et al.   GEOPHYSICAL RESEARCH LETTERS

State and parameter estimation of hydrologic models using the constrained ensemble Kalman filter

(2009) Dingbao Wang et al.   WATER RESOURCES RESEARCH

Hydrological data assimilation with the ensemble Kalman filter: Use of streamflow observations to update states in a distributed hydrological model

(2008) Martyn P. Clark et al.   ADVANCES IN WATER RESOURCES