most citedDevelopment of Deep Transformer-Based Models for Long-Term Prediction of Transient Production of Oil Wells

21 citations · 21 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2021★ 21 cited

Development of Deep Transformer-Based Models for Long-Term Prediction of Transient Production of Oil Wells

Ildar Abdrakhmanov, Evgenii Kanin, Sergei Boronin +2

We propose a novel approach to data-driven modeling of a transient production of oil wells. We apply the transformer-based neural networks trained on the multivariate time series c…

physics.flu-dyn2018

Dynamic bridging of proppant particles in a hydraulic fracture

Igor A. Garagash, Andrei A. Osiptsov, Sergei A. Boronin

This work is focused on the development of a dynamic criterion for the arching and bridging of spherical particles in a 3D suspension flow through a channel with plane walls. Elast…