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Conditioning of deep-learning surrogate models to image data with application to reservoir characterization

Knowledge-based systems, 2021-05, Vol.220, p.106956, Article 106956

2021

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Two-Sample Kalman Filter for Steady-State Data Assimilation

Monthly weather review, 2008-11, Vol.136 (11), p.4503-4516

2008

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Non-intrusive subdomain POD-TPWL for reservoir history matching

Computational geosciences, 2019-06, Vol.23 (3), p.537-565

2019

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A probabilistic parametrization for geological uncertainty estimation using the ensemble Kalman filter (EnKF)

Computational geosciences, 2013-10, Vol.17 (5), p.813-832

2013

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Estimation of volcanic ash emissions through assimilating satellite data and ground‐based observations

Journal of geophysical research. Atmospheres, 2016-09, Vol.121 (18), p.10,971-10,994

2016

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Magnetic Susceptibility Estimation for Magnetostatics

IEEE transactions on magnetics, 2019-03, Vol.55 (3), p.1-9

2019

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Data assimilation for volcanic ash plumes using a satellite observational operator: a case study on the 2010 Eyjafjallajökull volcanic eruption

Atmospheric chemistry and physics, 2017-01, Vol.17 (2), p.1187-1205

2017

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Position correction in dust storm forecasting using LOTOS-EUROS v2.1: grid-distorted data assimilation v1.0

Geoscientific Model Development, 2021-09, Vol.14 (9), p.5607-5622

2021

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Evaluation Criteria on the Design for Assimilating Remote Sensing Data Using Variational Approaches

Monthly weather review, 2017-06, Vol.145 (6), p.2165-2175

2017

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Data assimilation framework: Linking an open data assimilation library (OpenDA) to a widely adopted model interface (OpenMI)

Environmental modelling & software : with environment data news, 2014-07, Vol.57, p.76-89

2014

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Model-based aviation advice on distal volcanic ash clouds by assimilating aircraft in situ measurements

Atmospheric chemistry and physics, 2016-07, Vol.16 (14), p.9189-9200

2016

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Curriculum vitae of the LOTOS–EUROS (v2.0) chemistry transport model

Geoscientific Model Development, 2017-11, Vol.10 (11), p.4145-4173

2017

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Application of the representer method for parameter estimation in numerical reservoir models

Computational geosciences, 2007-03, Vol.11 (1), p.73-85

2007

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Non-linear wave data assimilation with an ANN-type wind-wave model and Ensemble Kalman Filter (EnKF)

Applied mathematical modelling, 2010-08, Vol.34 (8), p.1984-1999

2010

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Accelerating volcanic ash data assimilation using a mask-state algorithm based on an ensemble Kalman filter: a case study with the LOTOS-EUROS model (version 1.10)

Geoscientific Model Development, 2017-04, Vol.10 (4), p.1751-1766

2017

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Adaptive time stepping algorithm for Lagrangian transport models: Theory and idealised test cases

Ocean modelling (Oxford), 2013-08, Vol.68, p.9-21

2013

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Surrogate-assisted inversion for large-scale history matching: Comparative study between projection-based reduced-order modeling and deep neural network

Journal of petroleum science & engineering, 2022-01, Vol.208, p.109287, Article 109287

2022

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Why the Euler scheme in particle tracking is not enough: the shallow-sea pycnocline test case

Ocean dynamics, 2012-04, Vol.62 (4), p.501-514

2012

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Towards a data assimilation system for morphodynamic modeling: bathymetric data assimilation for wave property estimation

Ocean dynamics, 2013-05, Vol.63 (5), p.489-505

2013

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Wave height prediction at the Caspian Sea using a data-driven model and ensemble-based data assimilation methods

Journal of hydroinformatics, 2009-04, Vol.11 (2), p.154-164

2009

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Multiscale ensemble filtering for reservoir engineering applications

Computational geosciences, 2009-06, Vol.13 (2), p.245-254

2009

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An Efficient Robust Optimization Workflow using Multiscale Simulation and Stochastic Gradients

Journal of petroleum science & engineering, 2019-01, Vol.172, p.247-258

2019

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On the coupling of uncoupled flow and transport solvers

Estuarine, coastal and shelf science, 2007-09, Vol.74 (4), p.732-741

2007

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On the coupling of uncoupled flow and transport solvers: Timescale- and tracer-based methods for understanding the results of complex marine models

Estuarine, coastal and shelf science, 2007, Vol.74 (4), p.732-741

2007

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Model-based optimization and control of subsurface flow in oil reservoirs

Proceedings of the 32nd Chinese Control Conference, 2013, p.15-16

2013

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IEEE_Xplore

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Conditioning of deep-learning surrogate models to image data with application to reservoir characterization

Two-Sample Kalman Filter for Steady-State Data Assimilation

Non-intrusive subdomain POD-TPWL for reservoir history matching

A probabilistic parametrization for geological uncertainty estimation using the ensemble Kalman filter (EnKF)

Estimation of volcanic ash emissions through assimilating satellite data and ground‐based observations

Magnetic Susceptibility Estimation for Magnetostatics

Data assimilation for volcanic ash plumes using a satellite observational operator: a case study on the 2010 Eyjafjallajökull volcanic eruption

Position correction in dust storm forecasting using LOTOS-EUROS v2.1: grid-distorted data assimilation v1.0

Evaluation Criteria on the Design for Assimilating Remote Sensing Data Using Variational Approaches

Data assimilation framework: Linking an open data assimilation library (OpenDA) to a widely adopted model interface (OpenMI)

Model-based aviation advice on distal volcanic ash clouds by assimilating aircraft in situ measurements

Curriculum vitae of the LOTOS–EUROS (v2.0) chemistry transport model

Application of the representer method for parameter estimation in numerical reservoir models

Non-linear wave data assimilation with an ANN-type wind-wave model and Ensemble Kalman Filter (EnKF)

Accelerating volcanic ash data assimilation using a mask-state algorithm based on an ensemble Kalman filter: a case study with the LOTOS-EUROS model (version 1.10)

Adaptive time stepping algorithm for Lagrangian transport models: Theory and idealised test cases

Surrogate-assisted inversion for large-scale history matching: Comparative study between projection-based reduced-order modeling and deep neural network

Why the Euler scheme in particle tracking is not enough: the shallow-sea pycnocline test case

Towards a data assimilation system for morphodynamic modeling: bathymetric data assimilation for wave property estimation

Wave height prediction at the Caspian Sea using a data-driven model and ensemble-based data assimilation methods

Multiscale ensemble filtering for reservoir engineering applications

An Efficient Robust Optimization Workflow using Multiscale Simulation and Stochastic Gradients

On the coupling of uncoupled flow and transport solvers

On the coupling of uncoupled flow and transport solvers: Timescale- and tracer-based methods for understanding the results of complex marine models

Model-based optimization and control of subsurface flow in oil reservoirs

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