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Olga Fuks
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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
2012020
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
132019
Physics based deep learning for nonlinear two-phase flow in porous media
O Fuks, H Tchelepi
ECMOR XVII 2020 (1), 1-10, 2020
102020
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
92014
Classification of News Dataset
O Fuks
Standford University, 2018
82018
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
72015
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
62020
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
62015
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
52020
Physics Informed Machine Learning and Uncertainty Propagation for Multiphase Transport in Porous Media
O Fuks
Stanford University, 2020
52020
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
32016
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
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Articles 1–14