About
13
Publications
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59
Citations
Introduction
Proxy models, CRM, INSIM, fractional flow models, optimization algorithms, production forecasting, waterflooding, reservoir management
Skills and Expertise
Education
September 2012 - July 2018
Publications
Publications (13)
We disclose a new-age field-scale production forecast model that handles complex treatment of wellbores during their life cycle. Predictive production models have been an object of increased interest and research for a long time due to the need for a fast tool for forecasting production rates or choosing an optimal field development scheme. The exi...
To reduce inefficient costs and environmental risks, oil companies strive to optimize the process of hydrocarbon production at all stages of field development, including geological and technical works at wells. In particular, it is important to predict fluid production with high accuracy. 3D hydrodynamic modeling is a generally accepted technique f...
In adaptation of reservoir models a direct gradient backpropagation through the forward model is often intractable or requires enormous computational costs. Thus one have to construct separate models that simulate them implicitly, e.g. via stochastic sampling or solving of adjoint systems. We demonstrate that if the forward model is a neural networ...
Frictional instability is the most likely mechanism of shallow earthquakes. For better understanding fault behavior we have conducted field experiments on shear deformation of a model fault. This study has focused on revealing the seismic-acoustic signatures of fault behavior. The entire spectrum of sliding regimes has been realized in the course o...
This paper considers the development of a computationally fast model for simulation of multiphase flow in porous media for a heterogeneous reservoir with the unlimited number of wells characterized by a different type of completion. This fast solution has been obtained by means of replacing the differential equation governing the flow in porous med...
The analysis of the energy status of a reservoir having many faults and wedging zones is a significantly complex problem which has no engineering solutions at the moment. The presented paper is aimed at developing a convenient and quickly solving engineering tool to make an isobar map for the reservoirs where large numbers of faults and reservoir f...
