Vasily Demyanov

Environmental data mining and modeling based on machine learning algorithms and geostatistics

Mikhaïl Kanevski, R. Parkin, A. Pozdnukhov et al. · Environmental Modelling & Software · 2003 · 135 citations

Environmental Data Mining, Pollution Detection, Environmental Monitoring +8

Comparison of Stochastic Sampling Algorithms for Uncertainty Quantification

Linah Mohamed, Mike Christie, Vasily Demyanov · SPE Journal · 2009 · 128 citations

Engineering, Summary History Matching, Stochastic Analysis +16

Uncertainty quantification for porous media flows

Mike Christie, Vasily Demyanov, Demet Erbas · Journal of Computational Physics · 2006 · 98 citations

Pore Structure, Engineering, Uncertainty Quantification +5

Neural Network Residual Kriging Application for Climatic Data

Vasily Demyanov, M. B. Kanevsky, С. В. Чернов et al. · 1998 · 69 citations

Ordinary Kriging, Engineering, Machine Learning +17

History Matching and Uncertainty Quantification: Multiobjective Particle Swarm Optimisation Approach

Linah Mohamed, Mike Christie, Vasily Demyanov · 2011 · 68 citations

Engineering, Uncertainty Modeling, Reservoir Engineering +25