Deep-learning-based surrogate model for reservoir simulation with time-varying well controls

Published 2020 View Full Article

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Title
Deep-learning-based surrogate model for reservoir simulation with time-varying well controls
Authors
Keywords
Reservoir simulation, Reduced-order model, Deep learning, Physics-informed neural network, Auto-encoder, Embed-to-control, E2C
Journal
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
Volume 192, Issue -, Pages 107273
Publisher
Elsevier BV
Online
2020-04-10
DOI
10.1016/j.petrol.2020.107273

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