Mapping of Soil Contamination by Using Artificial Neural Networks and Multivariate Geostatistics. - Mikhail F. Kanevski; Vasiliy V. Demyanov; Michel Maignan (ICANN, 1997)

Application of MLP and stochastic simulations for electricity load forecasting in Russia. - Elena Savelieva; Alexey Kravetski; Sergey Chernov 002; Vasiliy V. Demyanov; Vadim Timonin; Rafael V. Arutyunyan; Leonid Aleksandrovich Bolshov; Mikhail F. Kanevski (ESANN, 2000)

Environmental data mining and modeling based on machine learning algorithms and geostatistics. - Mikhail F. Kanevski; Roman Parkin; Aleksey Pozdnukhov; Vadim Timonin; Michel Maignan; Vasiliy V. Demyanov; Stéphane Canu (Environ. Model. Softw., 2004)

Uncertainty quantification for porous media flows. - Mike Christie; Vasily V. Demyanov; Demet Erbas (J. Comput. Phys., 2006)

Comparison of Evolutionary and Swarm Intelligence Methods for History Matching and Uncertainty Quantification in Petroleum Reservoir Models. - Yasin Hajizadeh; Vasily V. Demyanov; Linah Mohamed; Mike Christie (Intelligent Computational Optimization in Engineering, 2011)

Hierarchical benchmark case study for history matching, uncertainty quantification and reservoir characterisation. - Dan Arnold; Vasily V. Demyanov; D. Tatum; Mike Christie; T. Rojas; Sebastian Geiger; P. Corbett (Comput. Geosci., 2013)

Geological feature selection in reservoir modelling and history matching with Multiple Kernel Learning. - Vasily V. Demyanov; L. Backhouse; Mike Christie (Comput. Geosci., 2015)

Accelerating Monte Carlo Markov chains with proxy and error models. - Laureline Josset; Vasily V. Demyanov; Ahmed H. Elsheikh; Ivan Lunati (Comput. Geosci., 2015)

Statistical learning in geoscience modelling: Novel algorithms and challenging case studies. - Mikhail F. Kanevski; Vasiliy V. Demyanov (Comput. Geosci., 2015)

Many-objective optimization algorithm applied to history matching. - Junko Hutahaean; Vasily V. Demyanov; Mike Christie (SSCI, 2016)

Optimisation of decision making under uncertainty throughout field lifetime: A fractured reservoir example. - Dan Arnold; Vasily V. Demyanov; Mike Christie; Alexander Bakay; Konstantin Gopa (Comput. Geosci., 2016)

A conditional GAN-based approach to build 3D facies models sequentially upwards. - Chao Sun; Vasiliy V. Demyanov; Daniel B. Arnold (Comput. Geosci., 2023)

History Matching under Uncertainty of Geological Scenarios with Implicit Geological Realism Control with Generative Deep Learning and Graph Convolutions. - Gleb Shishaev; Vasiliy V. Demyanov; Daniel B. Arnold (CoRR, 2025)