LIMITATIONS OF PHYSICS INFORMED MACHINE LEARNING FOR NONLINEAR TWO-PHASE TRANSPORT IN POROUS MEDIA O Fuks, HA Tchelepi Journal of Machine Learning for Modeling and Computing 1 (1), 2020 | 208 | 2020 |
Analysis of travel time distributions for uncertainty propagation in channelized porous systems O Fuks, F Ibrahima, P Tomin, HA Tchelepi Transport in Porous Media 126, 115-137, 2019 | 13 | 2019 |
Physics based deep learning for nonlinear two-phase flow in porous media O Fuks, H Tchelepi ECMOR XVII 2020 (1), 1-10, 2020 | 10 | 2020 |
Classification of News Dataset O Fuks Standford University, 2018 | 9 | 2018 |
Application of the spectral theory to the analysis and modeling of the rock properties of the reservoir MM Khasanov, BV Belozerov, AS Bochkov, OS Ushmaev, OM Fuks Oil Industry Journal 12, 60-64, 2014 | 9 | 2014 |
Automated lithologic facies analysis based on the spectral theory MM Khasanov, BV Belozerov, AS Bochkov, OM Fuks, DI Tengelidi Neftyanoe khozyaistvo= Oil Industry 12, 48-51, 2015 | 7 | 2015 |
Uncertainty propagation for compositional flow using a probability distribution method O Fuks, F Ibrahima, P Tomin, H A Tchelepi Transport in Porous Media 132, 113-133, 2020 | 6 | 2020 |
Optimal well pattern of multifractured horizontal wells arranged in rectangular arrays MM Khasanov, OS Ushmaev, AP Roshchektaev, OM Fuks, ... SPE Russian Petroleum Technology Conference?, SPE-176700-MS, 2015 | 6 | 2015 |
Limitations of physics informed machine learning for nonlinear two-phase transport in porous media: Journal of Machine Learning for Modeling and Computing O Fuks, HA Tchelepi | 5 | 2020 |
Physics Informed Machine Learning and Uncertainty Propagation for Multiphase Transport in Porous Media O Fuks Stanford University, 2020 | 5 | 2020 |
Fourier spectrums clustering for automated facies recognition of Field Y DI Tengelidi, VS Rukavishnikov, MY Mityaev, OM Fuks 7th EAGE Saint Petersburg International Conference and Exhibition, cp-480-00166, 2016 | 3 | 2016 |
Physics Informed Machine Learning for the Buckley-Leverett Problem. Application to Flow and Transport in Porous Media. C Fraces, O Fuks, H Tchelepi AGU Fall Meeting Abstracts 2019, H31K-1857, 2019 | | 2019 |
New Approach in Geological Modelling of the Reservoir Based on the Spectral Theory MM Khasanov, BV Belozerov, AS Bochkov, OM Fuks Petroleum Geostatistics 2015, cp-456-00067, 2015 | | 2015 |
Sweep efficiency estimation for horizontal wells arranged in rectangular arrays MM Khasanov, AP Roschektaev, AM Andrianova, OM Fuks IET Digital Library, 2015 | | 2015 |