The ensemble Kalman filter in reservoir engineering—a review
There has been great progress in data assimilation within atmospheric and oceanographic
sciences during the last couple of decades. In data assimilation, one aims at merging the …
sciences during the last couple of decades. In data assimilation, one aims at merging the …
Inverse methods in hydrogeology: Evolution and recent trends
Parameter identification is an essential step in constructing a groundwater model. The
process of recognizing model parameter values by conditioning on observed data of the …
process of recognizing model parameter values by conditioning on observed data of the …
[图书][B] Data assimilation fundamentals: A unified formulation of the state and parameter estimation problem
This open-access textbook's significant contribution is the unified derivation of data-
assimilation techniques from a common fundamental and optimal starting point, namely …
assimilation techniques from a common fundamental and optimal starting point, namely …
A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems
A deep-learning-based surrogate model is developed and applied for predicting dynamic
subsurface flow in channelized geological models. The surrogate model is based on deep …
subsurface flow in channelized geological models. The surrogate model is based on deep …
Inversion using a new low-dimensional representation of complex binary geological media based on a deep neural network
Efficient and high-fidelity prior sampling and inversion for complex geological media is still a
largely unsolved challenge. Here, we use a deep neural network of the variational …
largely unsolved challenge. Here, we use a deep neural network of the variational …
[图书][B] Probabilistic forecasting and Bayesian data assimilation
In this book the authors describe the principles and methods behind probabilistic forecasting
and Bayesian data assimilation. Instead of focusing on particular application areas, the …
and Bayesian data assimilation. Instead of focusing on particular application areas, the …
[图书][B] Introduction to geostatistics: applications in hydrogeology
PK Kitanidis - 1997 - books.google.com
Engineers and applied geophysicists routinely encounter interpolation and estimation
problems when analysing data from field observations. Introduction to Geostatistics presents …
problems when analysing data from field observations. Introduction to Geostatistics presents …
[图书][B] Effective groundwater model calibration: with analysis of data, sensitivities, predictions, and uncertainty
MC Hill, CR Tiedeman - 2007 - books.google.com
Methods and guidelines for developing and using mathematical models Turn to Effective
Groundwater Model Calibration for a set of methods and guidelines that can help produce …
Groundwater Model Calibration for a set of methods and guidelines that can help produce …
Analysis of iterative ensemble smoothers for solving inverse problems
G Evensen - Computational Geosciences, 2018 - Springer
This paper examines the properties of the Iterated Ensemble Smoother (IES) and the
Multiple Data Assimilation Ensemble Smoother (ES–MDA) for solving the history matching …
Multiple Data Assimilation Ensemble Smoother (ES–MDA) for solving the history matching …
[图书][B] The handbook of groundwater engineering
JW Delleur - 2006 - books.google.com
A complete treatment of the theory and practice of groundwater engineering, The Handbook
of Groundwater Engineering, Second Edition provides a current and detailed review of how …
of Groundwater Engineering, Second Edition provides a current and detailed review of how …