Michael Andrew Christie

发表

Application of Differential Evolution as a New Method for Automatic History Matching

Yasin Hajizadeh, Michael Andrew Christie, Vasily Demyanov, 2009 .

Comparative Performance of History Matching Algorithms Using Diverse Parameterization Methods: Application to a Synthetic and North Sea Cases

Michael Andrew Christie, Peter R. King, Basil R. Al-Shamma, 2015 .

Comparative Study of Novel Population-Based Optimization Algorithms for History Matching and Uncertainty Quantification: PUNQ-S3 Revisited

Yasin Hajizadeh, Michael Andrew Christie, Vasily Demyanov, 2010 .

Gaussian-based Estimation of Distribution Algorithms for History Matching

Michael Andrew Christie, Asaad Abdollahzadeh, David Corne, 2012 .

Uncertainty Quantification in Reservoir Prediction: Part 1—Model Realism in History Matching Using Geological Prior Definitions

Michael Andrew Christie, Daniel Arnold, Vasily Demyanov, 2018, Mathematical Geosciences.

Estimation of Distribution Algorithms Applied to History Matching

Michael Andrew Christie, David Corne, Glyn Williams, 2013 .

Error analysis and simulations of complex phenomena

Michael Andrew Christie, James Glimm, David H. Sharp, 2005 .

Monte Carlo simulation for uncertainty quantification in reservoir simulation: A convergence study

Michael Andrew Christie, Matthias A. Cremon, Margot Gerritsen, 2018, Journal of Petroleum Science and Engineering.

A Fast Procedure for Upscaling in Compositional Simulation

Michael Andrew Christie, P J Clifford, P. Clifford, 1997 .

Application of Particle Swarms for History Matching in the Brugge Reservoir

Michael Andrew Christie, Vasily Demyanov, Lina Mahgoub Yahya Mohamed, 2010 .

History Matching and Uncertainty Quantification: Multiobjective Particle Swarm Optimisation Approach

Michael Andrew Christie, Vasily Demyanov, Lina Mahgoub Yahya Mohamed, 2011 .

Prediction under uncertainty in reservoir modeling

Michael Andrew Christie, Malcolm Sambridge, Sam Subbey, 2002 .

A New Upscaling Approach for Highly Heterogeneous Reservoirs

Michael Andrew Christie, Gillian Elizabeth Pickup, Pinggang Zhang, 2005 .

Integrating prior knowledge through multiple kernel learning for the prediction of petroleum reservoir properties

Michael Andrew Christie, Vasily Demyanov, M. Christie, 2011 .

Towards Multiobjective History Matching: Faster Convergence and Uncertainty Quantification

Yasin Hajizadeh, Michael Andrew Christie, Vasily Demyanov, 2011, ANSS 2011.

An adaptive metropolis-hasting sampling algorithm for reservoir uncertainty quantification in Bayesian inference

David Corne, Michael Andrew Christie, David Corne, 2015, ANSS 2015.

A Multiple Model Approach to History Matching and Uncertainty Analysis Using Time-Lapse Seismic

Michael Andrew Christie, Colin MacBeth, Karl Dunbar Stephen, 2004 .

Effect of Sampling Strategies on Prediction Uncertainty Estimation

Michael Andrew Christie, Demet Erbas, M. Christie, 2007 .

Comparison of Stochastic Sampling Algorithms for Uncertainty Quantification

Michael Andrew Christie, Vasily Demyanov, Lina Mahgoub Yahya Mohamed, 2010 .

Solution Error Models: A New Approach for Coarse Grid History Matching

Michael Andrew Christie, Alannah Eileen O'Sullivan, M. Christie, 2005 .

Application of a New Two-Phase Upscaling Technique to Realistic Reservoir Cross Sections

Michael Andrew Christie, Louis J. Durlofsky, Timothy C. Wallstrom, 1999 .

Production Data and Uncertainty Quantification: A Real Case Study

Michael Andrew Christie, Alberto Cominelli, G. Nicotra, 2005 .

Reservoir development optimization under uncertainty for infill well placement in brownfield redevelopment

Michael Andrew Christie, Vasily Demyanov, Junko Hutahaean, 2019 .

Simplicity, Complexity and Modelling: Christie/Simplicity, Complexity and Modelling

Michael Andrew Christie, Stephen Senn, Andrew Cliffe, 2011 .

Inference for Gaussian process emulation of oil reservoir simulation codes

Michael Andrew Christie, Maurizio Filippone, Mark Girolami, 2010 .

Uncertainty Estimation in Production Predictions Constrained by Production History and Time-Lapse Seismic in a GOM Oil Field

Michael Andrew Christie, Malcolm Sambridge, M Litvak, 2005 .

Use of Multi-Objective Algorithms in History Matching of a Real Field

Michael Andrew Christie, Vasily Demyanov, Daniel Arnold, 2013, ANSS 2013.

Optimisation of a geostatistical non-stationary model in history matching

Michael Andrew Christie, Vasily Demyanov, Amilcar Soares, 2011 .

Application of neighbourhood algorithm to uncertainty assessment in reservoir characterisation: PUNQ-S3 problem

Michael Andrew Christie, Vasily Demyanov, Samuel Yam Subbey, 2004 .

How Does Sampling Strategy Affect Uncertainty Estimations

Michael Andrew Christie, Demet Erbas, M. Christie, 2007 .

A parallel GA-EDA hybrid algorithm for history-matching

David Corne, Michael Andrew Christie, Asaad Abdollahzadeh, 2012 .

Using sedimentological prior information to control realism in reservoir models

Michael Andrew Christie, Vasily Demyanov, Daniel Arnold, 2014 .

A Strategy for Rapid Quantification of Uncertainty in Reservoir Performance Prediction

Michael Andrew Christie, Malcolm Sambridge, Samuel Yam Subbey, 2003 .

Geological Realism of Deep Water Channel Reservoir Models with Intelligent Priors

Michael Andrew Christie, Vasily Demyanov, Daniel Arnold, 2012 .

New hybrid Cartesian cut cell/enriched multipoint flux approximation approach for modelling and quantification of structural uncertainties in petroleum reservoirs

Margot Gerritsen, Michael Andrew Christie, Hamid Bazargan, 2016 .

Reservoir Modelling with Feature Selection: Kernel Learning Approach

Michael Andrew Christie, Vasily Demyanov, Mikhail Kanevski, 2011, ANSS 2011.

On Optimal Selection of Objective Grouping for Multiobjective History Matching

Michael Andrew Christie, Vasily Demyanov, Junko Hutahaean, 2017 .

An Adaptive Evolutionary Algorithm for History-Matching

David Corne, Michael Andrew Christie, Brian Davies, 2013 .

Population MCMC methods for history matching and uncertainty quantification

Michael Andrew Christie, Maurizio Filippone, Mark Girolami, 2010, Computational Geosciences.

Quantifying prediction uncertainty in reservoir modelling using streamline simulation

Michael Andrew Christie, Malcolm Sambridge, Samuel Yam Subbey, 2002 .

Uncertainty quantification in producing fields using the Neighbourhood Algorithm

Michael Andrew Christie, Marco Rotondi, Antonella Godi, 2006 .

New way of looking at upscaling

Michael Andrew Christie, Hashem Monfared, Gillian Elizabeth Pickup, 2004 .

Model Selection for Error Generalization in History Matching

Michael Andrew Christie, Vasily Demyanov, Behzad Nezhad Karim Nobakht, 2018, Day 3 Wed, June 13, 2018.

Discretization effects in coarse-grid pseudofunctions

Michael Andrew Christie, Thomas A. Hewett, Koichi Suzuki, 1998 .

Ant Colony Optimization Algorithm for History Matching

Yasin Hajizadeh, Michael Andrew Christie, Vasily Demyanov, 2009 .

On Population Diversity Measures of the Evolutionary Algorithms Used in History Matching

Michael Andrew Christie, Glyn Williams, Asaad Abdollahzadeh, 2012 .

Efficient Markov Chain Monte Carlo sampling using Polynomial Chaos Expansion

Michael Andrew Christie, Hamdi A. Tchelepi, Hamid Bazargan, 2013, ANSS 2013.

Uncertainty Quantification in Reservoir Prediction: Part 2—Handling Uncertainty in the Geological Scenario

Michael Andrew Christie, Vasily Demyanov, Temistocles Rojas, 2018, Mathematical Geosciences.

Calibrating reaction rates for the CREST model

Michael Andrew Christie, Caroline A. Handley, M. Christie, 2017 .

Multiple model seismic and production history matching: a case study

Michael Andrew Christie, Colin MacBeth, Karl Dunbar Stephen, 2004 .

History matching with differential evolution approach; a look at new search strategies

Yasin Hajizadeh, Michael Andrew Christie, Vasily Demyanov, 2010 .

Uncertainty Quantification and Oil Reservoir Modelling

Michael Andrew Christie, M. Christie, 2011 .

Simplicity, complexity and modelling

Michael Andrew Christie, Andrew Cliffe, Philip Dawid, 2011 .

Role of solution error modelling in inverse problems and uncertainty quantification

Michael Andrew Christie, M. Christie, 2007 .

Quantification of Uncertainty Due to Subgrid Heterogeneity in Reservoir Models

Michael Andrew Christie, Gillian Elizabeth Pickup, Malcolm Sambridge, 2006 .

Multi-objective scheme of estimation of distribution algorithm for history-matching

Michael Andrew Christie, Glyn Williams, Asaad Abdollahzadeh, 2012 .

Uncertainty assessment in PUNQ-S3 - neighbourhood algorithm framework for geostatistical modelling

Michael Andrew Christie, Vasily Demyanov, Samuel Yam Subbey, 2004 .

Reservoir model history matching with particle swarms: variants study

Michael Andrew Christie, Vasily Demyanov, Lina Mahgoub Yahya Mohamed, 2010 .

Upscaling for reservoir simulation

Michael Andrew Christie, M. Christie, 1996 .

Use of solution error models in history matching

Michael Andrew Christie, Vasily Demyanov, Gillian Elizabeth Pickup, 2008 .

Structural Uncertainty Quantification With Immersed Interface Methods

Margot Gerritsen, Michael Andrew Christie, Mohammed Ahmadi, 2013, ANSS 2013.

Multilevel Markov Chain Monte Carlo (MLMCMC) For Uncertainty Quantification

Michael Andrew Christie, Gabriel J. Lord, Doaa Mostafa Ali Elsakout, 2015 .

Multiple history-matched models for Teal South

Michael Andrew Christie, Colin MacBeth, Sam Subbey, 2002 .

Uncertainty reduction in modelling deltaic reservoirs using intelligent sedimentological prior information

Michael Andrew Christie, Vasily Demyanov, Daniel Arnold, 2014 .

Comparison of Stochastic Sampling Algorithms for Uncertainty Quantification

Michael Andrew Christie, Vasily Demyanov, Lina Mahgoub Yahya Mohamed, 2010 .

Ant colony optimization for history matching and uncertainty quantification of reservoir models

Yasin Hajizadeh, Michael Andrew Christie, Vasily Demyanov, 2011 .

Grid Orientation Revisited: Near-well, Early-time Effects and Solution Coupling Methods

Jeremy E. Kozdon, Margot Gerritsen, Michael Andrew Christie, 2008 .

Cupiagua: A Complex Full-Field Fractured Reservoir Study Using Compositional Upscaling

Michael Andrew Christie, Paulo Roberto Ballin, P J Clifford, 2001 .

Tenth SPE Comparative Solution Project: a comparison of upscaling techniques

Michael Andrew Christie, Martin J. Blunt, M. Blunt, 2001 .

Population-based optimization algorithms for history matching and uncertainty quantification: PUNQ-S3

Yasin Hajizadeh, Michael Andrew Christie, Vasily Demyanov, 2011 .

Bayesian Optimization Algorithm Applied to Uncertainty Quantification

Michael Andrew Christie, Glyn Williams, David Corne, 2012 .

The impact of data errors on uncertainty analysis

Michael Andrew Christie, Gillian Elizabeth Pickup, Malcolm Sambridge, 2006 .

Bayesian Optimization Algorithm Applied to Uncertainty Quantification

David Corne, Michael Andrew Christie, Glyn Williams, 2012 .

Uncertainty quantification of a semi-supervised support vector regression reservoir model

Michael Andrew Christie, Alexei Pozdnoukhov, Mikhail Kanevski, 2009 .

Estimation of Distribution Algorithms Applied to History Matching

David Corne, Michael Andrew Christie, Glyn Williams, 2013, ANSS 2011.

Model complexity in reservoir simulation

Michael Andrew Christie, Gillian Elizabeth Pickup, Monika Valjak, 2008 .

Learning uncertainty from training images for reservoir predictions

Michael Andrew Christie, Vasily Demyanov, Daniel Arnold, 2014 .

Application of Effective Flux Boundary Conditions to Two-Phase Upscaling in Porous Media

Michael Andrew Christie, S Hou, Louis J. Durlofsky, 2002 .

Controlling the sedimentological realism of deltaic reservoir models by the use of intelligent sedimentological prior information

Michael Andrew Christie, Vasily Demyanov, S. Rojas, 2014 .

Effective medium boundary conditions in upscaling

Michael Andrew Christie, S Hou, Louis J. Durlofsky, 2000 .

Reducing Uncertainty in Modelling Fluvial Reservoirs by using Intelligent Geological Priors

Michael Andrew Christie, Vasily Demyanov, Temistocles Rojas, 2012 .

Population MCMC Methods for History Matching and Uncertainty Quantification

Michael Andrew Christie, Maurizio Filippone, Mark Girolami, 2010 .

Multiple model seismic and production history matching: a case study

Michael Andrew Christie, Colin MacBeth, Karl Dunbar Stephen, 2004 .

Use of Geological Prior Information in Reservoir Facies Modelling

Michael Andrew Christie, Vasily Demyanov, Daniel Arnold, 2011 .

Use of Water Chemistry Data in History Matching of a Reservoir Model

Michael Andrew Christie, Vasily Demyanov, Oscar Vazquez, 2012 .

Uncertainty reduction in reservoir modelling

Michael Andrew Christie, Malcolm Sambridge, Sam Subbey, 2002 .

Quantification of Uncertainty in Coarse-Scale Relative Permeabilities Due to Sub-Grid Heterogeneity

Michael Andrew Christie, Gillian Elizabeth Pickup, Malcolm Sambridge, 2006 .

Detection of Optimal Models in Parameter Space with Support Vector Machines

Michael Andrew Christie, Vasily Demyanov, Alexei Pozdnoukhov, 2010 .

Surrogate accelerated sampling of reservoir models with complex structures using sparse polynomial chaos expansion

Michael Andrew Christie, Ahmed H. Elsheikh, Hamid Bazargan, 2015 .

Effective Flux Boundary Conditions for Upscaling Porous Media Equations

Michael Andrew Christie, Louis J. Durlofsky, Timothy C. Wallstrom, 2002 .

Estimating the Probability of CO2 Leakage Using Rare Event Simulation

Michael Andrew Christie, Ahmed H. Elsheikh, Sergey Oladyshkin, 2014 .

Analytical Calculation of Coarse-Grid Corrections for Use in Pseudofunctions

Michael Andrew Christie, Thomas A. Hewett, T. Hewett, 1998 .

Calibration of channelized subsurface flow models using nested sampling and soft probabilities

Michael Andrew Christie, Vasily Demyanov, Mary F. Wheeler, 2015 .

Optimized History Matching with Stochastic Image Transforming of a Deltaic Reservoir

Michael Andrew Christie, Vasily Demyanov, Amilcar Soares, 2014 .

How to predict viscous fingering in three component flow

Michael Andrew Christie, Martin J. Blunt, M. Blunt, 1993 .

Multimodal Interpretation of Surface Wave Data

Michael Andrew Christie, S Hou, Louis J. Durlofsky, 2000 .

A New Practical Method for Upscaling in Highly Heterogeneous Reservoir Models

Michael Andrew Christie, Gillian Elizabeth Pickup, Pinggang Zhang, 2008 .

Uncertainty quantification with support vector regression prediction models

Michael Andrew Christie, Vasily Demyanov, Alexei Pozdnoukhov, 2010 .

GEOMODELLING OF A FLUVIAL SYSTEM WITH SEMI-SUPERVISED SUPPORT VECTOR REGRESSION

Michael Andrew Christie, Vasily Demyanov, Alexei Pozdnoukhov, 2008 .

Compositional Reservoir Simulation With a Predictive Model for Viscous Fingering

Michael Andrew Christie, Martin J. Blunt, Mark Mansfield, 1993 .

Multiple Kernel Learning Approach for Reservoir Modelling

Michael Andrew Christie, Vasily Demyanov, Mikhail Kanevski, 2010 .

Uncertainty Assessment in PUNQS3 – Neighbourhood Algorithm Framework for Geostatistical Modelling

Michael Andrew Christie, Vasily Demyanov, Samuel Yam Subbey, 2004 .

Hydrocarbon Production Forecast and Uncertainty Quantification: A Field Application

Michael Andrew Christie, Martin J. Blunt, Marco Rotondi, 2006 .

Accurate scale up of two phase flow using renormalization and nonuniform coarsening

Michael Andrew Christie, S Hou, Louis J. Durlofsky, 1999 .