Concepedia

Albert Vainshtein

AV

4

Publications

191

Citations

4

H-Index

2018

Active since

Affiliations

Skolkovo Institute of Science and Technology(Current)

Gazprom (Russia)

Albert Vainshtein is an author at Skolkovo Institute of Science and Technology specializing in engineering, civil engineering, and data science.

Top concepts

EngineeringData ScienceCivil EngineeringPipe FlowManagementData ModelingFluid DynamicsMultiphase FlowProcess ControlMachine Learning

Publications per year

2018–2020

4

Publications

4

A predictive model for steady-state multiphase pipe flow: Machine learning on lab data

Evgenii Kanin, Andrei Osiptsov, Albert Vainshtein et al. · Journal of Petroleum Science and Engineering · 2019 · 92 citations · Full text

Predictive Model, Engineering, Fluid Mechanics +9

Data-driven model for hydraulic fracturing design optimization: focus on building digital database and production forecast

Anton Morozov, Dmitry O. Popkov, Viktor Duplyakov et al. · Journal of Petroleum Science and Engineering · 2020 · 74 citations

Data-driven Modeling, Data-driven Planning, Data-driven Optimization +13

Practical Aspects of Hydraulic Fracturing Design Optimization using Machine Learning on Field Data: Digital Database, Algorithms and Planning the Field Tests (Russian)

Viktor Duplyakov, Anton Morozov, Dmitry O. Popkov et al. · 2020 · 15 citations

Geotechnical Engineering, Hydraulic Fracturing, Data-driven Optimization +10

The method of calculation the pressure gradient in multiphase flow in the pipe segment based on the machine learning algorithms

Evgenii Kanin, Albert Vainshtein, Andrei Osiptsov et al. · IOP Conference Series Earth and Environmental Science · 2018 · 10 citations · Full text

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