Xiaodong Luo

Xiaodong Luo

Senior Researcher
Phone: +47 51 87 56 25
Email: xluo@norceresearch.no
Office Address: Nygårdsgaten 112, 5008 Bergen, Norway

Projects

Project

4DSEIS: Assimilating 4D Seismic Data: Big Data Into Big Models

Project

The National IOR Centre of Norway

Project

DIGIRES

Publications

Data assimilation with soft constraints (DASC) through a generalized iterative ensemble smoother
Computational Geosciences 2022
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
An Ensemble 4D Seismic History Matching Framework with Sparse Representation Based on Wavelet Multiresolution Analysis
2016
An ensemble 4D-seismic history-matching framework with sparse representation based on wavelet multiresolution analysis
SPE Journal 2016
Estimation of production rates using transient well flow modeling and the auxiliary particle filter – full-scale applications
SPE Production & Operations 2016
Ensemble-based framework for proactive geosteering
2015