Deep Reinforcement Learning for Constrained Field Development Optimization in Subsurface Two-phase Flow

Nasir, Y; He, JC; Hu, CS; Tanaka, S; Wang, KN; Wen, XH

He, JC (corresponding author), Chevron Tech Ctr, Houston, TX 77002 USA.

FRONTIERS IN APPLIED MATHEMATICS AND STATISTICS, 2021; 7 ():

Abstract

Oil and gas field development optimization, which involves the determination of the optimal number of wells, their drilling sequence and locations whi......

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