A Deep-Learning-Based Geological Parameterization for History Matching Complex Models

Porous Structure Reconstruction Using Convolutional Neural Networks

(2018) Yuzhu Wang et al.   Mathematical Geosciences

Training-Image Based Geostatistical Inversion Using a Spatial Generative Adversarial Neural Network

(2018) Eric Laloy et al.   WATER RESOURCES RESEARCH

A distance transform for continuous parameterization of discrete geologic facies for subsurface flow model calibration

(2017) Siavash Hakim-Elahi et al.   WATER RESOURCES RESEARCH

Regularized kernel PCA for the efficient parameterization of complex geological models

(2016) Hai X. Vo et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Investigation on Principal Component Analysis Parameterizations for History Matching Channelized Facies Models with Ensemble-Based Data Assimilation

(2016) Alexandre A. Emerick   Mathematical Geosciences

Assisted History Matching of Channelized Models by Use of Pluri-Principal-Component Analysis

(2016) Chaohui Chen et al.   SPE JOURNAL

Data assimilation and uncertainty assessment for complex geological models using a new PCA-based parameterization

(2015) Hai X. Vo et al.   COMPUTATIONAL GEOSCIENCES

A New Differentiable Parameterization Based on Principal Component Analysis for the Low-Dimensional Representation of Complex Geological Models

(2014) Hai X. Vo et al.   Mathematical Geosciences

Conditioning Truncated Pluri-Gaussian Models to Facies Observations in Ensemble-Kalman-Based Data Assimilation

(2014) Alina Astrakova et al.   Mathematical Geosciences

Generalized Field-Development Optimization With Derivative-Free Procedures

(2014) Obiajulu J. Isebor et al.   SPE JOURNAL

History matching of fracture distributions by ensemble Kalman filter combined with vector based level set parameterization

(2013) Jing Ping et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

History matching of facies distribution with the EnKF and level set parameterization

(2010) Haibin Chang et al.   JOURNAL OF COMPUTATIONAL PHYSICS

History Matching With Parametrization Based on the SVD of a Dimensionless Sensitivity Matrix

(2010) Reza Tavakoli et al.   SPE JOURNAL

Compressed History Matching: Exploiting Transform-Domain Sparsity for Regularization of Nonlinear Dynamic Data Integration Problems

(2009) Behnam Jafarpour et al.   Mathematical Geosciences

High-order Statistics of Spatial Random Fields: Exploring Spatial Cumulants for Modeling Complex Non-Gaussian and Non-linear Phenomena

(2009) Roussos Dimitrakopoulos et al.   Mathematical Geosciences