| Comparison of stochastic sampling algorithms for uncertainty quantification L Mohamed, M Christie, V Demyanov SPE journal 15 (01), 31-38, 2010 | 200 | 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 | 177 | 2004 |
| Geostatistics: theory and practice VV Demyanov, EA Savelyeva Institute for Problems of Safe Development of Nuclear Energy, Russian …, 2010 | 156 | 2010 |
| Uncertainty quantification for porous media flows M Christie, V Demyanov, D Erbas Journal of computational physics 217 (1), 143-158, 2006 | 141 | 2006 |
| 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 | 116 | 1998 |
| 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 | 104 | 1996 |
| History matching and uncertainty quantification: multiobjective particle swarm optimisation approach L Mohamed, M Christie, V Demyanov SPE Europec featured at EAGE Conference and Exhibition?, SPE-143067-MS, 2011 | 100 | 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 | 87 | 2011 |
| Towards multiobjective history matching: faster convergence and uncertainty quantification Y Hajizadeh, M Christie, V Demyanov SPE Reservoir Simulation Conference?, SPE-141111-MS, 2011 | 84 | 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?, SPE-135264-MS, 2010 | 79 | 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 | 69 | 2013 |
| Reservoir model history matching with particle swarms L Mohamed, M Christie, V Demyanov SPE Oil and Gas India Conference and Exhibition?, SPE-129152-MS, 2010 | 68 | 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 | 67 | 2013 |
| History matching with differential evolution approach; a look at new search strategies Y Hajizadeh, M Christie, V Demyanov SPE Europec featured at EAGE Conference and Exhibition?, SPE-130253-MS, 2010 | 61 | 2010 |
| 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, SPE-136861-MS, 2010 | 60 | 2010 |
| Multi-objective optimization under uncertainty of geothermal reservoirs using experimental design-based proxy models DO Schulte, D Arnold, S Geiger, V Demyanov, I Sass Geothermics 86, 101792, 2020 | 48 | 2020 |
| On optimal selection of objective grouping for multiobjective history matching J Hutahaean, V Demyanov, MA Christie SPE Journal 22 (04), 1296-1312, 2017 | 47 | 2017 |
| Value of geologically derived features in machine learning facies classification J Halotel, V Demyanov, A Gardiner Mathematical Geosciences 52 (1), 5-29, 2020 | 46 | 2020 |
| Application of differential evolution as a new method for automatic history matching Y Hajizadeh, M Christie, V Demyanov SPE Kuwait international petroleum conference and exhibition, SPE-127251-MS, 2009 | 45 | 2009 |
| 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 | 43 | 2016 |
Alexei PozdnoukhovAssistant Professor, UC BerkeleyVerified email at berkeley.edu