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Xiaodong Luo

Xiaodong Luo

Senior Researcher

xluo@norceresearch.no
+47 51 87 56 25
Nygårdsgaten 112, 5008 Bergen, Norway

Xiaodong Luo

Division

Energy & Technology

Research themes

Big Data
Data assimilation
Reservoir Modelling
Machine learning

Research Groups

Dataassimilering og optimalisering

More information about Xiaodong Luo

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Projects
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Publications
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 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
An Ensemble 4D Seismic History Matching Framework with Wavelet Multiresolution Analysis - A 3D Benchmark Case Study – 2016
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