Comparison of stochastic sampling algorithms for uncertainty quantification L Mohamed, M Christie, V Demyanov SPE Journal 15 (01), 31-38, 2010 | 179 | 2010 |
Environmental data mining and modeling based on machine learning algorithms and geostatistics M Kanevski, R Parkin, A Pozdnukhov, V Timonin, M Maignan, ... Environmental Modelling & Software 19 (9), 845-855, 2004 | 149 | 2004 |
Uncertainty quantification for porous media flows M Christie, V Demyanov, D Erbas Journal of Computational Physics 217 (1), 143-158, 2006 | 125 | 2006 |
Geostatistics: theory and practice VV Demyanov, EA Savel’eva Institute for Problems of Safe Development of Nuclear Energy, Russian …, 2010 | 98 | 2010 |
Artificial neural networks and spatial estimation of Chernobyl fallout M Kanevsky, R Arutyunyan, L Bolshov, V Demyanov, M Maignan Geoinformatics 7 (1-2), 5-11, 1996 | 96 | 1996 |
Neural network residual kriging application for climatic data V Demyanov, M Kanevsky, S Chernov, E Savelieva, V Timonin Journal of Geographic Information and Decision Analysis 2 (2), 215-232, 1998 | 95 | 1998 |
History matching and uncertainty quantification: multiobjective particle swarm optimisation approach L Mohamed, M Christie, V Demyanov SPE EUROPEC/EAGE annual conference and exhibition, 2011 | 82 | 2011 |
Towards multiobjective history matching: faster convergence and uncertainty quantification Y Hajizadeh, M Christie, V Demyanov SPE reservoir simulation symposium, 2011 | 77 | 2011 |
Ant colony optimization for history matching and uncertainty quantification of reservoir models Y Hajizadeh, M Christie, V Demyanov Journal of Petroleum Science and Engineering 77 (1), 78-92, 2011 | 68 | 2011 |
Application of particle swarms for history matching in the Brugge reservoir L Mohamed, M Christie, V Demyanov, E Robert, D Kachuma SPE Annual Technical Conference and Exhibition, 2010 | 66 | 2010 |
Reservoir model history matching with particle swarms L Mohamed, M Christie, V Demyanov SPE Oil and Gas India Conference and Exhibition, 2010 | 66 | 2010 |
Hierarchical benchmark case study for history matching, uncertainty quantification and reservoir characterisation D Arnold, V Demyanov, D Tatum, M Christie, T Rojas, S Geiger, P Corbett Computers & Geosciences 50, 4-15, 2013 | 59 | 2013 |
History matching with differential evolution approach; a look at new search strategies Y Hajizadeh, M Christie, V Demyanov SPE EUROPEC/EAGE annual conference and exhibition, 2010 | 54 | 2010 |
Use of multi-objective algorithms in history matching of a real field M Christie, D Eydinov, V Demyanov, J Talbot, D Arnold, V Shelkov SPE Reservoir Simulation Symposium, 2013 | 53 | 2013 |
Comparative study of novel population-based optimization algorithms for history matching and uncertainty quantification: PUNQ-S3 revisited Y Hajizadeh, M Christie, V Demyanov Abu Dhabi International Petroleum Exhibition and Conference, 2010 | 51 | 2010 |
BME-based uncertainty assessment of the Chernobyl fallout E Savelieva, V Demyanov, M Kanevski, M Serre, G Christakos Geoderma 128 (3-4), 312-324, 2005 | 41 | 2005 |
Application of differential evolution as a new method for automatic history matching Y Hajizadeh, MA Christie, V Demyanov Kuwait International Petroleum Conference and Exhibition, 2009 | 40 | 2009 |
On optimal selection of objective grouping for multiobjective history matching J Hutahaean, V Demyanov, MA Christie SPE Journal 22 (04), 1296-1312, 2017 | 35 | 2017 |
Optimisation of decision making under uncertainty throughout field lifetime: A fractured reservoir example D Arnold, V Demyanov, M Christie, A Bakay, K Gopa Computers & Geosciences 95, 123-139, 2016 | 34 | 2016 |
Wavelet analysis residual kriging vs. neural network residual kriging V Demyanov, S Soltani, M Kanevski, S Canu, M Maignan, E Savelieva, ... Stochastic Environmental Research and Risk Assessment 15 (1), 18-32, 2001 | 34 | 2001 |