Xiaodong Luo Luo

A critical review on intelligent optimization algorithms and surrogate models for conventional and unconventional reservoir production optimization – Fuel 2023

Combining direct and indirect sparse data for learning generalizable turbulence models – Journal of Computational Physics 2023

Combining direct and indirect sparse data for learning generalizable turbulence models – Journal of Computational Physics 2023

Improving history matching performance in a 3D field-scale case study by combining tracer and production data – Geoenergy Science and Engineering 2023

Joint History Matching of Production and Tracer Data Through an Iterative Ensemble Smoother: A 3D Field-Scale Case Study – 2022

Continuous Hyper-parameter OPtimization (CHOP) in an ensemble Kalman filter – Frontiers in Applied Mathematics and Statistics 2022

Ensemble Kalman method for learning turbulence models from indirect observation data – Journal of Fluid Mechanics 2022

Improving pseudo-optimal Kalman-gain localization using the random shuffle method – Journal of Petroleum Science and Engineering 2022

Joint History Matching of Multiple Types of Field Data in a 3D Field-Scale Case Study – Energies 2022

Data assimilation with soft constraints (DASC) through a generalized iterative ensemble smoother – Computational Geosciences 2022

Workflow for adding 4D seismic data in history matching – Universitetet i Stavanger 2021

Novel iterative ensemble smoothers derived from a class of generalized cost functions – Computational Geosciences 2021

Data assimilation with multiple types of observation boreholes via the ensemble Kalman filter embedded within stochastic moment equations – Hydrology and Earth System Sciences (HESS) 2021

Accounting for model errors of rock physics models in 4D seismic history matching problems: A perspective of machine learning – Journal of Petroleum Science and Engineering 2021

Decoupling of changes in pressure-saturation and porosity fields from time-lapse seismic data using an ensemble based method for a compacting chalk reservoir – 2020

Handling Big Models and Big Data Sets in History-Matching Problems through an Adaptive Local Analysis Scheme – SPE Journal 2020

Accounting for Model Errors of Rock Physics Models in 4D Seismic History Matching Problems: A Perspective of Machine Learning – 2020

Novel Ensemble Data Assimilation Algorithms Derived from A Class of Generalized Cost Functions – 2020

4D seismic history matching: Assessing the use of a dictionary learning based sparse representation method – Journal of Petroleum Science and Engineering 2020

Simultaneous assimilation of production and seismic data: application to the Norne field – Computational Geosciences 2019

Uncertainty quantification in non-linear seismic inversion: A comparison of three different methods – 2019

Automatic and adaptive localization for ensemble-based history matching – Journal of Petroleum Science and Engineering 2019

Ensemble-based Kernel Learning to Handle Rock-physics-model Imperfection in Seismic History Matching: A Real Field Case Study – 2019

A decision support system for multi-target geosteering – Journal of Petroleum Science and Engineering 2019

Ensemble-based kernel learning for a class of data assimilation problems with imperfect forward simulators – PLOS ONE 2019

Sparse Representation of 4D Seismic Signal Based on Dictionary Learning – 2019

History Matching the Full Norne Field Model Using Seismic and Production Data – SPE Journal 2019

Petrophysical parameters inversion from seismic data using an ensemble-based method - A case study from a compacting reservoir – 2018

Correlation-Based Adaptive Localization for Ensemble-Based History Matching: Applied To the Norne Field Case Study – SPE Reservoir Evaluation and Engineering 2018

History Matching Of Real Production And Seismic Data In The Norne Field – 2018

Towards automatic and adaptive localization for ensemble-based history matching – 2018

Data Assimilation in Oceanography: Current Status and New Directions – 2018

Efficient big data assimilation through sparse representation: A 3D benchmark case study in petroleum engineering – PLOS ONE 2018

Data driven adaptive localization for ensemble-based data assimilation problems – 2018

History Matching Using an Iterative Ensemble Smoother with Correlation-Based Adaptive Localization - A Real Field Case Study – 2018

An Interactive Decision Support System for Geosteering Operations – 2018

Correlation-Based Adaptive Localization for Ensemble-Based History Matching: Applied to the Norne Field Case Study – 2018

Correlation-Based Adaptive Localization With Applications to Ensemble-Based 4D-Seismic History Matching – SPE Journal 2018

Estimation of pressure-saturation and porosity fields from seismic acoustic impedance data using an ensemble based method – 2017

Estimation of Pressure-Saturation and Porosity Fields from Seismic AVA Data Using an Ensemble Based Method – 2017

Data Driven Adaptive Localization With Applications To Ensemble-Based 4D Seismic History Matching – 2017

Ensemble based 4D seismic history matching using a sparse representation of AVA data – SEG technical program expanded abstracts 2016

Estimating Observation Error Covariance Matrix of Seismic Data from a Perspective of Image Denoising – Computational Geosciences 2016

Time lapse CSEM reservoir monitoring of the Norne field with vertical dipoles – SEG technical program expanded abstracts 2016

Estimating observation error covariance matrix of seismic data from a perspective of image processing – 2016

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