Vasily Demyanov

发表

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

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

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 .

A Special Issue on Data Science for Geosciences

Vasily Demyanov, Mikhail Kanevski, Erwan Gloaguen, 2019, Mathematical Geosciences.

Value of Geologically Derived Features in Machine Learning Facies Classification

Vasily Demyanov, Julie Halotel, Andy Gardiner, 2019, Mathematical Geosciences.

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 .

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.

Chernobyl Fallout: Review of Advanced Spatial Data Analysis

Vasily Demyanov, Michel Maignan, Leonid Bolshov, 1997 .

Comparison of Stochastic Sampling Algorithms for Uncertainty Quantification

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

Optimized History Matching with Direct Sequential Image Transforming for Non-Stationary Reservoirs

Vasily Demyanov, Amilcar Soares, M. Helena Caeiro, 2015, Mathematical Geosciences.

Data mining approach for environmental data predictions and classification

Vasily Demyanov, Mikhail Kanevski, Michel Maignan, 2005 .

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

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

Optimization of Well Placement to Minimize the Risk of Scale Deposition in Field Development

Vasily Demyanov, Oscar Vazquez, Daniel Arnold, 2014 .

Optimisation of a geostatistical non-stationary model in history matching

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

Using sedimentological prior information to control realism in reservoir models

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

Geological Realism of Deep Water Channel Reservoir Models with Intelligent Priors

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

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 .

Challenges and Solutions in Stochastic Reservoir Modelling: Geostatistics, Machine Learning, Uncertainty Prediction

Vasily Demyanov, Daniel Arnold, 2018 .

Neural network guided sampling for uncertainty quantification of production forecasts

Vasily Demyanov, 2007 .

Ant Colony Optimization Algorithm for History Matching

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

Improving ecological impact assessment by statistical data synthesis using process‐based models

Vasily Demyanov, Simon N. Wood, T. J. Kedwards, 2006 .

Spatial Data Analysis and Mapping Using Machine Learning Algorithms

Vasily Demyanov, Alexei Pozdnoukhov, V. Timonin, 2010 .

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

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

ARTIFICAL NEURAL NETWORKS AND SPATIAL ESTIMATION OF CHERNOBYL FALLOUT

Vasily Demyanov, Rafael V. Arutyunyan, Michel Maignan, 1996 .

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 .

Optimization of Geothermal Well Placement under Geological Uncertainty

Ingo Sass, Vasily Demyanov, Sebastian Geiger, 2017 .

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 .

BME Analysis of Neural Network Residual Data from the Chernobyl Fallout: Bayesian and Non-Bayesian Approaches

Vasily Demyanov, Mikhail Kanevski, V. Timonin, 2001 .

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

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

Machine learning methods for reservoir prediction modelling under uncertainty: Tackling multiples scales

Vasily Demyanov, 2014 .

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

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

Learning uncertainty from training images for reservoir predictions

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

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

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

Reducing Uncertainty in Modelling Fluvial Reservoirs by using Intelligent Geological Priors

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

Neural Network Residual Kriging Application for Climatic Data

Vasily Demyanov, E. Savelieva, S. Chernov, 1998 .

Multi-objective History Matching of a Deltaic Reservoir with Non-stationary Geostatistical Modelling

Vasily Demyanov, Amilcar Soares, M. H. da Silva Caetano Caeiro, 2014 .

Wavelet analysis residual kriging vs. neural network residual kriging

Vasily Demyanov, Stéphane Canu, Mikhail Kanevski, 2001 .

Use of Geological Prior Information in Reservoir Facies Modelling

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

Impact of reservoir uncertainty on selection of advanced completion type

Vasily Demyanov, Michael R. Konopczynski, David R. Davies, 2008 .

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

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

Detection of Optimal Models in Parameter Space with Support Vector Machines

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

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 .

Production Optimisation under Uncertainty in Fractured Reservoirs

Vasily Demyanov, Daniel Arnold, K. Gopa, 2014 .

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 .

Uncertainty Quantification with Application of Distance Metric in Naturally Fractured Reservoirs Modelling

Vasily Demyanov, Daniel Arnold, K. Gopa, 2014 .

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 .