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Convolutional neural networks (CNN) for feature-based model calibration under uncertain geologic scenarios

Computational geosciences, 2020-08, Vol.24 (4), p.1625-1649

2020

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Conditioning generative adversarial networks on nonlinear data for subsurface flow model calibration and uncertainty quantification

Computational geosciences, 2022-02, Vol.26 (1), p.29-52

2022

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Closed-loop stochastic oilfield optimization for hedging against geologic, development, and operation uncertainty

Computational geosciences, 2020-02, Vol.24 (1), p.129-148

2020

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Latent-space inversion (LSI): a deep learning framework for inverse mapping of subsurface flow data

Computational geosciences, 2022-02, Vol.26 (1), p.71-99

2022

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Reducing uncertainty in conceptual prior models of complex geologic systems via integration of flow response data

Computational geosciences, 2020-02, Vol.24 (1), p.161-180

2020

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Deep Convolutional Autoencoders for Robust Flow Model Calibration Under Uncertainty in Geologic Continuity

Water resources research, 2021-11, Vol.57 (11), p.n/a

2021

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Graph attention network with granger causality map for fault detection and root cause diagnosis

Computers & chemical engineering, 2024-01, Vol.180, p.108453, Article 108453

2024

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Latent-Space Dynamics for Prediction and Fault Detection in Geothermal Power Plant Operations

Energies (Basel), 2022-04, Vol.15 (7), p.2555

2022

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Active Learning for Well Control Optimization with Surrogate Models

SPE journal (Society of Petroleum Engineers (U.S.) : 1996), 2022-10, Vol.27 (5), p.2668-2688

2022

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Repeated PR1 and WT1 peptide vaccination in Montanide-adjuvant fails to induce sustained high-avidity, epitope-specific CD8+ T cells in myeloid malignancies

Haematologica (Roma), 2011-03, Vol.96 (3), p.432-440

2011

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Inverting subsurface flow data for geologic scenarios selection with convolutional neural networks

Advances in water resources, 2021-03, Vol.149, p.103840, Article 103840

2021

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Wavelet Reconstruction of Geologic Facies From Nonlinear Dynamic Flow Measurements

IEEE transactions on geoscience and remote sensing, 2011-05, Vol.49 (5), p.1520-1535

Jafarpour, B

2011

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Editorial: Data Science Applications to Inverse and Optimization Problems in Earth Science

Frontiers in applied mathematics and statistics, 2021-09, Vol.7

2021

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Pilot points method for conditioning multiple-point statistical facies simulation on flow data

Advances in water resources, 2018-05, Vol.115, p.219-233

2018

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Controlled CO 2 injection into heterogeneous geologic formations for improved solubility and residual trapping

Water resources research, 2012-02, Vol.48 (2)

2012

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A Probability Conditioning Method (PCM) for Nonlinear Flow Data Integration into Multipoint Statistical Facies Simulation

Mathematical geosciences, 2011-02, Vol.43 (2), p.133-164

2011

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Long–short-term memory encoder–decoder with regularized hidden dynamics for fault detection in industrial processes

Journal of process control, 2023-04, Vol.124, p.166-178

2023

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A variable-control well placement optimization for improved reservoir development

Computational geosciences, 2012-09, Vol.16 (4), p.871-889

2012

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Stochastic Oilfield Optimization Under Uncertain Future Development Plans

SPE journal (Society of Petroleum Engineers (U.S.) : 1996), 2019-08, Vol.24 (4), p.1526-1551

2019

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Simultaneous geologic scenario identification and flow model calibration with group-sparsity formulations

Advances in water resources, 2016-06, Vol.92 (C), p.208-227

2016

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A Bayesian mixture-modeling approach for flow-conditioned multiple-point statistical facies simulation from uncertain training images

Water resources research, 2013-01, Vol.49 (1), p.328-342

2013

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Controlled CO2 injection into heterogeneous geologic formations for improved solubility and residual trapping

Water resources research, 2012-02, Vol.48 (2), p.n/a

2012

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Integration of soft data into multiple-point statistical simulation: re-assessing the probability conditioning method for facies model calibration

Computational geosciences, 2019-08, Vol.23 (4), p.683-703

2019

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Inference of Rock Flow and Mechanical Properties from Injection-Induced Microseismic Events During Geologic CO2 Storage

International journal of greenhouse gas control, 2021-02, Vol.105 (C), p.103206, Article 103206

2021

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Geologic CO2 Storage Optimization under Geomechanical Risk Using Coupled-Physics Models

International journal of greenhouse gas control, 2021-09, Vol.110 (C), p.103385, Article 103385

2021

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Convolutional neural networks (CNN) for feature-based model calibration under uncertain geologic scenarios

Conditioning generative adversarial networks on nonlinear data for subsurface flow model calibration and uncertainty quantification

Closed-loop stochastic oilfield optimization for hedging against geologic, development, and operation uncertainty

Latent-space inversion (LSI): a deep learning framework for inverse mapping of subsurface flow data

Reducing uncertainty in conceptual prior models of complex geologic systems via integration of flow response data

Deep Convolutional Autoencoders for Robust Flow Model Calibration Under Uncertainty in Geologic Continuity

Graph attention network with granger causality map for fault detection and root cause diagnosis

Latent-Space Dynamics for Prediction and Fault Detection in Geothermal Power Plant Operations

Active Learning for Well Control Optimization with Surrogate Models

Repeated PR1 and WT1 peptide vaccination in Montanide-adjuvant fails to induce sustained high-avidity, epitope-specific CD8+ T cells in myeloid malignancies

Inverting subsurface flow data for geologic scenarios selection with convolutional neural networks

Wavelet Reconstruction of Geologic Facies From Nonlinear Dynamic Flow Measurements

Editorial: Data Science Applications to Inverse and Optimization Problems in Earth Science

Pilot points method for conditioning multiple-point statistical facies simulation on flow data

Controlled CO 2 injection into heterogeneous geologic formations for improved solubility and residual trapping

A Probability Conditioning Method (PCM) for Nonlinear Flow Data Integration into Multipoint Statistical Facies Simulation

Long–short-term memory encoder–decoder with regularized hidden dynamics for fault detection in industrial processes

A variable-control well placement optimization for improved reservoir development

Stochastic Oilfield Optimization Under Uncertain Future Development Plans

Simultaneous geologic scenario identification and flow model calibration with group-sparsity formulations

A Bayesian mixture-modeling approach for flow-conditioned multiple-point statistical facies simulation from uncertain training images

Controlled CO2 injection into heterogeneous geologic formations for improved solubility and residual trapping

Integration of soft data into multiple-point statistical simulation: re-assessing the probability conditioning method for facies model calibration

Inference of Rock Flow and Mechanical Properties from Injection-Induced Microseismic Events During Geologic CO2 Storage

Geologic CO2 Storage Optimization under Geomechanical Risk Using Coupled-Physics Models

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